SOTAVerified

The Open Verification Layer for ML Research

Community benchmark tracking and reproducibility verification. Built for researchers and autonomous research agents.

474,278 papers248,326 code links4,818 tasks

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 14801–14850 of 474278 papers

TitleStatusHype
CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models—1
OmniRad: A Radiological Foundation Model for Multi-Task Medical Image Analysis—1
SynthVerse: A Large-Scale Diverse Synthetic Dataset for Point Tracking—1
Same or Not? Enhancing Visual Perception in Vision-Language Models—1
When Good Sounds Go Adversarial: Jailbreaking Audio-Language Models with Benign Inputs—1
daVinci-Agency: Unlocking Long-Horizon Agency Data-Efficiently—1
Evaluating and Steering Modality Preferences in Multimodal Large Language Model—1
SkeletonGaussian: Editable 4D Generation through Gaussian Skeletonization—1
LIVE: Long-horizon Interactive Video World Modeling—1
ObjEmbed: Towards Universal Multimodal Object Embeddings—1
Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling—1
TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents—1
Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch—1
PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models—1
VLS: Steering Pretrained Robot Policies via Vision-Language Models—1
DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents—1
Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL—1
Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network—1
GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts—1
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability—1
SWE-Exp: Experience-Driven Software Issue Resolution—1
LangMap: A Hierarchical Benchmark for Open-Vocabulary Goal Navigation—1
Hierarchical Entity-centric Reinforcement Learning with Factored Subgoal Diffusion—1
How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing—1
Show, Don't Tell: Morphing Latent Reasoning into Image Generation—1
CUA-Skill: Develop Skills for Computer Using Agent—1
Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models—1
Glance and Focus Reinforcement for Pan-cancer Screening—1
WideSeek: Advancing Wide Research via Multi-Agent Scaling—1
FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning—1
From Directions to Regions: Decomposing Activations in Language Models via Local Geometry—1
CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding—1
LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents—1
Rethinking Selective Knowledge Distillation—1
HalluHard: A Hard Multi-Turn Hallucination Benchmark—1
Language-based Trial and Error Falls Behind in the Era of Experience—1
EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control—1
ChatInject: Abusing Chat Templates for Prompt Injection in LLM Agents—1
TokenTrim: Inference-Time Token Pruning for Autoregressive Long Video Generation—1
Segment Any Events with Language—1
Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry—1
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset—1
TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers—1
Mano: Restriking Manifold Optimization for LLM Training—1
Which Heads Matter for Reasoning? RL-Guided KV Cache Compression—1
PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature—1
DeepResearch Bench II: Diagnosing Deep Research Agents via Rubrics from Expert Report—1
Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation—1
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts—1
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation—1
Show:102550
← PrevPage 297 of 9486Next →