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Eval Frameworks & Benchmarks
September 16 – September 23, 2026
Eval Frameworks & Benchmarks - Weekly Roundup
100 papers published across 8 labs.
52% acceleration
Selected Labs publishing this week
CMU ML
3
Tsinghua AI
3
Stanford HAI
2
UW
2
DAMO
2
Top Papers
Sep 23, 2026
Affiliation:
3w ago
How Sensitive Are LLM Leaderboard Claims to Hidden Model Selection?
Chen Yang
,
Xianyang Zhang
,
Jun Chen
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
CMU ML
3w ago
·
also
Stanford HAI
,
UW
,
Princeton
,
Yale
EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics
Haoxiang You
,
Zeyu Shen
,
Yilang Liu
+16
Eval Frameworks & Benchmarks
Robotics & Embodied AI
World Models & Planning
Show more
Jisong Cai +23
3w ago
·
also
Affiliation:
,
BUPT
,
Shanghai AI Lab
InternW0: A Foundational Physical World Model for Efficient Real-World Interactions
Jisong Cai
,
Yao Mu
,
Ganlin Yang
+21
Eval Frameworks & Benchmarks
Robotics & Embodied AI
World Models & Planning
Show more
Jiangxi Normal University
3w ago
S2A:Semantic-to-Spatial Alignment for Alignment-Free RGB-T Salient Object Detection
Qiangqiang Zhou
,
Yang Luo
,
Yong Chen
+1
Computer Vision
Eval Frameworks & Benchmarks
Show more
Affiliation:
3w ago
Learning Holographic Reduced Representations with Clifford Variational Autoencoders
Mohamed Malek Abid
,
P. Michael Furlong
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Recommendation & Information Retrieval
All Papers (100)
Sep 23, 2026
Affiliation:
3w ago
How Sensitive Are LLM Leaderboard Claims to Hidden Model Selection?
Chen Yang
,
Xianyang Zhang
,
Jun Chen
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
CMU ML
3w ago
·
also
Stanford HAI
,
UW
,
Princeton
,
Yale
EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics
Haoxiang You
,
Zeyu Shen
,
Yilang Liu
+16
Eval Frameworks & Benchmarks
Robotics & Embodied AI
World Models & Planning
Show more
Jisong Cai +23
3w ago
·
also
Affiliation:
,
BUPT
,
Shanghai AI Lab
InternW0: A Foundational Physical World Model for Efficient Real-World Interactions
Jisong Cai
,
Yao Mu
,
Ganlin Yang
+21
Eval Frameworks & Benchmarks
Robotics & Embodied AI
World Models & Planning
Show more
Jiangxi Normal University
3w ago
S2A:Semantic-to-Spatial Alignment for Alignment-Free RGB-T Salient Object Detection
Qiangqiang Zhou
,
Yang Luo
,
Yong Chen
+1
Computer Vision
Eval Frameworks & Benchmarks
Show more
Affiliation:
3w ago
Learning Holographic Reduced Representations with Clifford Variational Autoencoders
Mohamed Malek Abid
,
P. Michael Furlong
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Recommendation & Information Retrieval
Affiliation:
3w ago
Learning the Cost of Reliable Inference
Dimitrios Rontogiannis
,
Ander Artola Velasco
,
Manuel Gomez Rodriguez
Eval Frameworks & Benchmarks
Open-Source Models & Weights
Reasoning & Chain-of-Thought
Affiliation:
3w ago
DUGM-R: Uncertainty-Aware Dynamic Grid Mapping and Risk-Triggered Recovery for Learned Local Navigation
Haoyun Feng
,
Adrian Rubio-Solis
,
Zhaodong Guo
+1
Eval Frameworks & Benchmarks
World Models & Planning
Show more
PKU
3w ago
PCQC: Privileged Counterfactual Question Credit for Multi-Turn Medical Dialogue
Chenxuan Li
,
Jiayi Wan
,
Xinrong Chen
+3
Eval Frameworks & Benchmarks
Scaling Laws & Emergent Abilities
Show more
Affiliation:
3w ago
·
also
Ant Group
,
Ant Healthcare
,
Independent Researcher
What Do Tabular Foundation Models Compute In Context? In-Situ Representation Refinement through Attention-Gated Updates
Tian Zhou
,
Beverly Jin
,
Linxiao Yang
+6
Eval Frameworks & Benchmarks
Show more
Affiliation:
3w ago
Can LLMs Reason About Runtime Behavior? A Repository-Level Dynamic Benchmark
Hamed Taherkhani
,
Mohammad Abdollahi
,
Melika Sepidband
+3
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Scaling Laws & Emergent Abilities
Show more
Universitat Politècnica de València
3w ago
·
also
Artikode Intelligence S.L
Do Center Biases Propagate? Robustness of Pathology Foundation Models in Whole-Slide Image Classification
Ilán Carretero
,
Pablo Meseguer
,
Rocío del Amor
+1
Computer Vision
Eval Frameworks & Benchmarks
Red-Teaming & Adversarial Robustness
Show more
Affiliation:
3w ago
Can LLMs Catch a Rigged Backtest? A Clean-Control Calibration Benchmark
Makar Ulesov
,
Vladislav Smirnov
,
Omar Ibrahim
+1
Eval Frameworks & Benchmarks
RLHF & Preference Learning
Show more
Oleksii Streltsov +1
3w ago
·
also
Affiliation:
FLEET: From Logits Entropy to Enhanced Trajectories in Text Generation
Oleksii Streltsov
,
Oleksandra Vitko
Eval Frameworks & Benchmarks
Natural Language Processing
Scaling Laws & Emergent Abilities
CMU ML
3w ago
·
also
Tsinghua AI
WhatWorkedBench: Benchmarking Experimental Understanding in AI Agents
Jingjie Ning
,
Xueqi Li
,
Yibo Kong
+1
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Tool Use & Agents
Show more
AppTek GmbH
3w ago
·
also
RWTH
,
University
Fine-Tuning LLMs for Translation: General Forgetting Mitigation Does Not Preserve MT-Specific Instruction Following
Niklas Scholz
,
David Thulke
,
Abdallah Nasir
+3
Eval Frameworks & Benchmarks
Open-Source Models & Weights
Scaling Laws & Emergent Abilities
Show more
Affiliation:
3w ago
Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms
Wei Fan
,
Xu-Dong Guo
,
Jianhong Tu
+4
Eval Frameworks & Benchmarks
Tool Use & Agents
World Models & Planning
Show more
Affiliation:
3w ago
Agent-Editing World Model: Rethinking World Modeling for LLM Agents
Shuang Sun
,
Guoxin Chen
,
Fanzhe Meng
+6
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Scaling Laws & Emergent Abilities
Show more
Cancer Research
3w ago
·
also
Cambridge
Visual Tripwires: Anticipating Failure in Deep Vision Systems
Anoushka Harit
,
Rehan Zuberi
,
William Prew
+1
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Show more
CAS
3w ago
·
also
Affiliation:
,
MBZUAI
When and Where to Trust the Teacher: Unifying On-Policy Distillation and GRPO through Entropy-Calibrated Credit Assignment
Jie Zhang
,
Jingxiao Yang
,
Zhehao Huang
+2
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
PBLH Estimation from Satellite Radiances via a Dual-Encoder Transformer
Lorenzo Innocenti
,
Luca Catalano
,
Edoardo Arnaudo
+4
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Multimodal Models
Show more
Affiliation:
3w ago
·
also
Ant Group
,
Ant Healthcare
,
Independent Researcher
Transferable Evidence Reconstruction for Longitudinal Glucose Representations
Tian Zhou
,
Bingqing Peng
,
Linxiao Yang
+6
Data Curation & Synthetic Data
Eval Frameworks & Benchmarks
Show more
Affiliation:
3w ago
EvEMTBench: An Open Benchmark for Machine Learning in Power System Protection
Julian Oelhaf
,
Georg Kordowich
,
Christian Bergler
+3
Eval Frameworks & Benchmarks
Show more
Shreya Deshmukh +2
3w ago
Distillation for Efficient Multitask Manipulation Policies via Conditional Flow Matching
Shreya Deshmukh
,
Imen Mahdi
,
Nick Heppert
Eval Frameworks & Benchmarks
Inference & Quantization
Robotics & Embodied AI
Zhongjing Gu +4
3w ago
VCMM: Variance-Calibrated Momentum for Multimodal Learning
Zhongjing Gu
,
Chenyang Huang
,
Yufa Feng
+2
Eval Frameworks & Benchmarks
Multimodal Models
Training Efficiency & Optimization
Show more
CNRS
3w ago
·
also
Address:
,
Toulouse
Discovery of fully efficient fault indicators along a data-based diagnosis process
Igor Bezmaternykh
,
Louise Travé-Massuyès
,
Elodie Chanthery
Eval Frameworks & Benchmarks
Red-Teaming & Adversarial Robustness
World Models & Planning
Edge Hill University
3w ago
Evaluating Open-Weight LLMs for Turkish Domain Documents Under Retrieval and Hardware Constraints
Imtiaz Ul Hassan
,
Öykü Akbulut
,
Onur Kaya
+4
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Scaling Laws & Emergent Abilities
Show more
PKU
3w ago
MENO: Memory-Efficient Neural Operator
Shengyang Xu
,
Weijun Zhang
,
Jun Hu
+1
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Show more
Research University of Bern
3w ago
·
also
University of Bern
Fed-ReMasker: Federated Tabular Imputation under Feature-Level Missingness
Ioannis Papathanail
,
Rooholla Poursoleymani
,
Lubnaa Abdur Rahman
+1
Data Curation & Synthetic Data
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Show more
NJU
3w ago
·
also
Tsinghua AI
,
Fudan
,
Institute for AI Industry Research (AIR)
,
USTC
EBRL: Asynchronous Embodied RL by Multi-Grained Resource Management
Liang Mi
,
Weijun Wang
,
Bowen Gao
+12
Eval Frameworks & Benchmarks
World Models & Planning
Show more
TU Delft
3w ago
·
also
Alpha Brain Technologies
Limiting-Kernel Q($λ$): Bridging Short and Long Horizons
Tolga Ok
,
Arman Sharifi Kolarijani
,
Peyman Mohajerin Esfahani
+1
Eval Frameworks & Benchmarks
Training Efficiency & Optimization
Show more
Affiliation:
3w ago
DeltaS: Reading the Gated Linear Attention State for KV Cache Eviction in Streaming Video
Taeyoun Kwon
,
Seungjin Kim
,
Hyeonyu Kim
+1
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Inference & Quantization
Show more
Robert Bosch GmbH
3w ago
·
also
Affiliation:
,
Five AI Ltd
Less Language, More Latents: Annotation-Efficient VLAs for Driving
Alexey Zakharov
,
Kemal Oksuz
,
Puneet K. Dokania
Eval Frameworks & Benchmarks
Multimodal Models
Reasoning & Chain-of-Thought
Affiliation:
3w ago
Robust Adversarial Reinforcement Learning with Risk Sensitivity and Critic Consistency Regularization
Jiaxi Wu
,
Tiantian Zhang
,
Yuxing Wang
+2
Eval Frameworks & Benchmarks
Red-Teaming & Adversarial Robustness
Show more
Qi Feng +6
3w ago
Learning Local Heterogeneity and Cross-Region Context for Large-Scale Traffic Forecasting
Qi Feng
,
Zidong Wang
,
Bo Li
+4
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Show more
Neurogica Inc
3w ago
Learning Where to Look: A Shared Relative-Alignment Module for Time-Series Forecasting and PPG-to-Vital-Sign Reconstruction
Ragamayi Puli
,
Shunya Nagashima
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
World Models & Planning
HKUST
3w ago
·
also
Affiliation:
PASTABench: Proactive Assessment of Sequential Trajectories for Agent Safety
Jiapeng Sun
,
Yujin Zhou
,
Han Zhu
+4
Eval Frameworks & Benchmarks
Scaling Laws & Emergent Abilities
Tool Use & Agents
Show more
Affiliation:
3w ago
Categorical Internalisation of Environmental Groupoids for Generalisable POMDP Solving
Ben Opperman
,
Eduardo Alonso
,
Esther Mondragón
Eval Frameworks & Benchmarks
Sultan Amed +2
3w ago
·
also
Affiliation:
FedIncome: Federated Learning for Income Estimation in Digital Lending Under Data Sovereignty Constraints
Sultan Amed
,
Tanmay Sen
,
Sayantan Banerjee
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
UvA
3w ago
·
also
Affiliation:
,
Leiden
,
Naturalis Biodiversity Centre
,
Tampere
Active Learning for Biodiversity Monitoring: From Label Efficiency to Reliable Ecological Inference
Ben McEwen
,
Shiqi Zhang
,
Dan Stowell
Eval Frameworks & Benchmarks
Multimodal Models
Recommendation & Information Retrieval
Georgia Tech
3w ago
·
also
Affiliation:
When Labels Are Scarce: An Oscillatory State Space Model for Vibration Diagnosis
Mainak Mallick
,
Seung-Kyum Choi
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
UNC
3w ago
·
also
Arizona
,
Pitt
,
UCF
Quantization-Robust Unlearning through the Lens of Retain-Forget Loss Landscapes Interaction
Jialu Wang
,
Jianing Deng
,
Shuqing Luo
+6
Eval Frameworks & Benchmarks
Inference & Quantization
Training Efficiency & Optimization
Show more
DAMO
3w ago
·
also
Affiliation:
,
DP Technology
Counterfactual Constraint-Conditioned On-Policy Distillation for Multi-Constraint Instruction Following
Yanzhao Zheng
,
Yuanqiang Yu
,
Tianze Xu
+6
Eval Frameworks & Benchmarks
Inference & Quantization
Multimodal Models
Show more
Affiliation:
3w ago
Attention Routing Stabilizes Early: Working-Set Inference for Recurrent Language Models
Ke Wan
,
Chen Chen
Eval Frameworks & Benchmarks
Korea U
3w ago
·
also
LG AI
MolDesignBench: Evaluating LLM-based Agent for Scenario-grounded Molecular Design
Yongjun Jeong
,
Hanbum Ko
,
Ye Rin Kim
+6
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
Prompt, Probe, Train, or Annotate? Single-camera sports video understanding in amateur settings
Sai Varun Kodathala
,
Prashanth Pollishetty
,
Jaylen Cargill
Computer Vision
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Pitt
3w ago
Evaluating Feedback Focus and Pedagogical Adaptivity in LLM-Generated Feedback on Student Writing
Norah Almousa
,
Shayan Peyghambari Oskoui
,
Raquel Coelho
+3
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Scaling Laws & Emergent Abilities
Show more
Affiliation:
3w ago
Uncheatable Eval: Dynamic Compression-Based Evaluation of Language Models
Kaifeng Tan
,
Yudong Li
,
Linlin Shen
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Scaling Laws & Emergent Abilities
Vector
3w ago
·
also
Max Planck
,
Affiliation:
,
Brown
,
Purdue
+2
An Open Pipeline and Dashboard for Systemic-Risk Evidence under the EU AI Act's Code of Practice
Jacob T. Emmerson
,
Phuong-Anh Nguyen-Le
,
Ronan Romano
+3
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Robotics & Embodied AI
Show more
Tsinghua AI
3w ago
·
also
HUST
When Context Misleads: In-context Learning with Jurisdiction in Large Language Models
Pei-lin Li
,
Junyang Feng
,
Siyu Li
+3
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Scaling Laws & Emergent Abilities
Show more
Affiliation:
3w ago
What Looks Like a Capability Limit in Vision-Language Models Is a Readout Limit
Alfredo F. Frontera Del Valle
Eval Frameworks & Benchmarks
Inference & Quantization
Open-Source Models & Weights
Affiliation:
3w ago
Geometry-Conditioned Visual Place Recognition in Natural Environments
Walter Nedov
,
Saimunur Rahman
,
Kavindie Katuwandeniya
+3
Eval Frameworks & Benchmarks
Inference & Quantization
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
TEMPS: Temporal Sentence Embeddings for Temporal Information Retrieval
Mourad Hassani
,
Julien Romero
,
Amel Bouzeghoub
+1
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Speech & Audio
Show more
Macao Polytechnic University
3w ago
·
also
Affiliation:
,
Netherlands Cancer Institute
,
Radboud
Can Jev Judge Radiology Reports? Evaluating a System One Model for Clinical Factuality
Jiaju Huang
,
Hao Yang
,
Xinyu Ma
+6
Eval Frameworks & Benchmarks
Show more
Affiliation:
3w ago
NV-Reason-CT: 3D Visual Language Model for CT Analysis
Andriy Myronenko
,
Dong Yang
,
Baris Turkbey
+11
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
·
also
Address:
Planned Test-Time Scaling with Coordinated Reasoning Paths
Langxing Bai
,
Hritik Bansal
,
Po-Nien Kung
+3
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Speech & Audio
Show more
Affiliation:
3w ago
How Much Were You Told? Measuring External Information in Peer Reviews
Matthieu Dubois
,
Pablo Piantanida
,
François Yvon
Eval Frameworks & Benchmarks
Scaling Laws & Emergent Abilities
Xiaodan Li +3
3w ago
InGuard: Towards Generalized Inner Guardrail for Safe Text-to-Image Generation
Xiaodan Li
,
Zhiwen Li
,
Yuefeng Chen
+1
Computer Vision
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Show more
OPPO
3w ago
BiCFlow-MER: Orchestrating Discriminative and Generative Multimodal Emotion Recognition via Conditional Transport
Yanbing Wang
,
Shenyue Wang
,
Chunyang Yu
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
RLHF & Preference Learning
Qi Liu +10
3w ago
·
also
Affiliation:
State-Grounded Conditioning: Wrapping User-Facing LLM Agents Where Direction Depends on Live State
Qi Liu
,
Xiaoyang Yuan
,
Yubin Ruan
+8
Eval Frameworks & Benchmarks
Show more
Affiliation:
3w ago
PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks
Claas Beger
,
Ryan Yi
,
Melanie Mitchell
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Kian Shamsaie +1
3w ago
·
also
Affiliation:
Neither Silence nor Overlap Is Failure: Intent-Conditioned Evaluation of Turn-Taking in Full-Duplex Spoken Dialogue Models
Kian Shamsaie
,
Iman Modarressi
Eval Frameworks & Benchmarks
CAS
3w ago
·
also
Affiliation:
,
Nankai University
,
University
Learn How to Act from Your Own Interactions: On-Policy Self-Distillation for GUI Agents
Yan Zhang
,
Daiqing Wu
,
Huawen Shen
+7
Eval Frameworks & Benchmarks
Inference & Quantization
Reasoning & Chain-of-Thought
Show more
NEC Laboratories America
3w ago
·
also
UConn
Mizar: A 159M-Parameter Audio-Language Model for Audio Understanding
Kaiyang Li
,
Shaobo Han
,
Yue Tian
+1
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Show more
UW
3w ago
·
also
Affiliation:
Realize What Matters: Principled Context Representation for Large-Scale Reasoning
Michael Theologitis
,
Dean Light
,
Shuyue Stella Li
+3
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Show more
Hao Shi +8
3w ago
·
also
Affiliation:
,
Independent Researcher
Ruby-ASR: Evidence-Preserving Supervision for Joint Orthographic and Lexical-Reading Recognition
Hao Shi
,
Yun Liu
,
Xuehao Yang
+6
Eval Frameworks & Benchmarks
Speech & Audio
Show more
Affiliation:
3w ago
Guides That Cause Actions: An Offline Study of Guide-Action Mutual Reinforcement in Multimodal Web Agents
Chengguang Gan
,
Yunhao Liang
,
QingHao Zhang
+1
Eval Frameworks & Benchmarks
Multimodal Models
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
EnSIMem: Entity-Structured Indexing for Long-Term Agent Memory
Xuanyu Meng
,
Xing Fan
,
Xinyi Fan
+3
Eval Frameworks & Benchmarks
Multimodal Models
Reasoning & Chain-of-Thought
Show more
ZJU
3w ago
·
also
Affiliation:
Towards Efficient Reasoning: Learning Causal Shortcuts for Diffusion Language Models
Dian Jin
,
Kairong Han
,
Baohong Li
+4
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Training Efficiency & Optimization
Show more
Affiliation:
3w ago
·
also
DAMO
,
NJU
When Parallel Drafter Meets Parallel Speculative Decoding
Fuliang Liu
,
Kun Qian
,
Zhibin Wang
+3
Eval Frameworks & Benchmarks
Inference & Quantization
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
·
also
HBKU
,
King Fahd University of Petroleum and Minerals
,
Onaizah Colleges
,
University College of Applied Sciences
+1
AraGenre 2026: A Hierarchical Definition-Guided Arabic Genre Classification Shared Task
Mo El-Haj
,
Saad Ezzini
,
Shadi Abudalfa
+3
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
LOCKR: A Hidden-State Trajectory-Guided Planner for Detecting and Repairing Stable-but-Wrong Lock-In in Diffusion Language Models
Guoshenghui Zhao
,
Tan Yu
,
Weijie Zhao
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
World Models & Planning
Uploading Inc
3w ago
·
also
Stanford HAI
,
Affiliation:
,
UTS
Brain-to-Language Decoding: Tasks, Signals, Methods, Evaluation, Practical Use and Beyond
Yiqian Yang
,
Yiqun Duan
,
Chenyu Liu
+3
Eval Frameworks & Benchmarks
Natural Language Processing
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
·
also
KAIST
PRISM-VLM: A Multi-Axis Discriminative Benchmark for Compact Vision-Language Models
Sanghee Park
,
Kee-Eung Kim
Eval Frameworks & Benchmarks
Multimodal Models
Red-Teaming & Adversarial Robustness
Academy of Cryptography Techniques
3w ago
·
also
Government Cipher Committee
,
Ho Chi Minh City Campus
,
Ho Chi Minh City University of Technology
,
Vietnam National University Ho Chi
Automated Extraction of Records of Processing Activities (RoPA) Using Hybrid RAG and Locally Deployed Large Language Models
To Duy Hinh
,
Nguyen Le Quoc Anh
,
Phan Van Tri
+1
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Red-Teaming & Adversarial Robustness
Show more
UTokyo
3w ago
·
also
Affiliation:
,
Columbia
,
Fudan
,
HKU
+3
Same Scores, Different Decisions: Evaluating JEV and Language Models for Legal Document Understanding
Fan Zhang
,
Yan-Kai Chen
,
Zhuohan Xie
+10
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Show more
Affiliation:
3w ago
·
also
CMU ML
,
Microsoft Research
CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments
Will Epperson
,
Wesley Deng
,
Zezhou Huang
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Red-Teaming & Adversarial Robustness
Affiliation:
3w ago
MORSE: Multi-Context Ordering via Reverse Scoring for Evidence-Preserving Compression
Ke Wan
,
Liheng Lai
,
Chen Chen
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Affiliation:
3w ago
Meet, Compare, or Abstain: LatWeave for Deterministic Multi-Hop Question Answering on Knowledge Lattices
Yuze Ren
,
Shaoheng Fan
,
Tao Wang
+2
Eval Frameworks & Benchmarks
Scaling Laws & Emergent Abilities
World Models & Planning
Show more
ELLIS
3w ago
·
also
Affiliation:
,
Edith Cowan University
,
Independent Researcher
,
UMacau
+2
MDRC: A Deployable State-Recovery Defense for Traffic Signal Control under Sensor Corruption
Mingyuan Li
,
Chunyu Liu
,
Xiao Liu
+4
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
Red-Teaming & Adversarial Robustness
Show more
Clara Tomasini +2
3w ago
BronchoTop: Bronchoscopy Navigation via RGB-Only Topological Localization
Clara Tomasini
,
Ana Cristina Murillo
,
Luis Riazuelo
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval
World Models & Planning
Ohio State
3w ago
·
also
Affiliation:
,
Coinbase
SR-Fraud: An Outcome-Supervised Reflective LLM Agent Framework for Non-Stationary Payment Fraud Detection
Xuwei Tan
,
Yao Ma
,
Xueru Zhang
Eval Frameworks & Benchmarks
Tool Use & Agents
Lorenzo Bacchiani
3w ago
Satisfaction Is Not Explanation: Auditing Vacuity and Training Influence in Temporal-Logic-Guided Reinforcement Learning
Lorenzo Bacchiani
Eval Frameworks & Benchmarks
Affiliation:
3w ago
·
also
ZJU
EmbodiedMemory-Bench: Benchmarking Embodied Memory for Long-Horizon Embodied Tasks
Lizhou Liang
,
Xinyu Zhong
,
Miao Pan
+6
Eval Frameworks & Benchmarks
Multimodal Models
Show more
Zeyu Ding +6
3w ago
A Unified Framework and Dataset for Oriented Object Visual Grounding in Remote Sensing
Zeyu Ding
,
Yong Zhou
,
Wen-Liang Du
+4
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Multimodal Models
Show more
Jianhao Su +3
3w ago
From PyTorch to the NPU: LLM-Agent-Driven Model Conversion Across Heterogeneous Inference Runtimes
Jianhao Su
,
Zhanwei Wu
,
Chia-Heng Tu
+1
Eval Frameworks & Benchmarks
Show more
Penn State
3w ago
·
also
Affiliation:
Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control
Dev Pratap Singh
,
Rong Feng
,
Suman Saha
Eval Frameworks & Benchmarks
Scaling Laws & Emergent Abilities
Training Efficiency & Optimization
Affiliation:
3w ago
MultiVENT-Raw: A Benchmark for Retrieval and Reasoning over Raw Videos
Reno Kriz
,
David Etter
,
Alexander Martin
+10
Eval Frameworks & Benchmarks
Multimodal Models
Reasoning & Chain-of-Thought
Show more
Affiliation:
3w ago
Benchmarking Hyperspectral Foundation Models for Hyperspectral Unmixing
Edgard Dabier
,
Christophe Kervazo
,
Pietro Gori
+1
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Show more
Affiliation:
3w ago
TEEP-RCNN: Texture-Enhanced Edge-aware Perception for Steel Surface Defect Detection via Improved Convolutional Block Attention in Faster R-CNN
Kirtan Rajesh
Eval Frameworks & Benchmarks
Training Efficiency & Optimization
Boying Li +5
3w ago
ICM: Intra-class Mixing for Domain Adaptation in Adverse Weather
Boying Li
,
Britta Ayano Wilde
,
György Kovács
+3
Eval Frameworks & Benchmarks
Show more
Email:
3w ago
AstraLOD3: Zero-shot multimodal agentic reconstruction of LOD3 building models
Bryan G. Pantoja-Rosero
Eval Frameworks & Benchmarks
Multimodal Models
Tool Use & Agents
Affiliation:
3w ago
Gender Bias in Vision-Language In-Context Learning
Tong Xiang
,
Noa Garcia
,
Yuta Nakashima
Computer Vision
Eval Frameworks & Benchmarks
Multimodal Models
Independent Researcher
3w ago
·
also
Affiliation:
Invisible in Space, Visible in Time: Motion Vision CAPTCHA against GUI Agents
Zeyu Zhang
,
Dingyi Rong
,
Zijian Chen
+3
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Scaling Laws & Emergent Abilities
Show more
Toyota Motor Europe
3w ago
·
also
Affiliation:
LiAM-SAM: Lifecycle-Aware Memory for Robust SAM2-Based MOT
Grégoire Francisco
,
Alessandro D'Amico
,
Samuele Costantini
+2
Eval Frameworks & Benchmarks
Inference & Quantization
Recommendation & Information Retrieval
Show more
ASU
3w ago
·
also
Fujitsu Research of America
,
IBM Research
,
UMD
ASAP: Visual Analytics for Identifying and Analyzing Image Patterns in AI-generated Images
Jinbin Huang
,
Yuki Ueno
,
Chen Chen
+4
Eval Frameworks & Benchmarks
Multimodal Models
Natural Language Processing
Show more
Yi-Hui Shen +1
3w ago
Learning Spectral Allocation: A Fractional Diffusion Framework for Adaptive Volumetric Segmentation
Yi-Hui Shen
,
Tie-Qiang Li
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Training Efficiency & Optimization
Affiliation:
3w ago
Beyond Balanced Accuracy: A Resolution and Parity-Controlled Benchmark for Vision-Language and Vision-Only Defect Assessment in UAV Power-Line Inspection
Siyu Xiang
,
Junwei Kuang
,
Peiyu Yi
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Multimodal Models
Affiliation:
3w ago
Can Vision-Language Models Analyze Human-Centered Video? Mapping Model Capabilities and Human-AI Collaborative Workflows
Xiyuan Shen
,
Jiuyang Lyu
,
Seokhyun Hwang
+4
Eval Frameworks & Benchmarks
Reasoning & Chain-of-Thought
Recommendation & Information Retrieval
Show more
Chenhao Xue +4
3w ago
Do Audio Representations Compose Additively?
Chenhao Xue
,
Zhijin Guo
,
Joyraj Chakraborty
+2
Eval Frameworks & Benchmarks
Multimodal Models
Reasoning & Chain-of-Thought
Show more
Affiliation:
3w ago
·
also
Columbia
Surgical Kinematics from Monocular Video with Learned Articulated Motion Constraints
Mehmet Kerem Turkcan
,
Soham Samal
,
Zoran Kostic
Architecture Design (Transformers, SSMs, MoE)
Eval Frameworks & Benchmarks
Recommendation & Information Retrieval