SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 3140 of 302 papers

TitleStatusHype
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency0
KokushiMD-10: Benchmark for Evaluating Large Language Models on Ten Japanese National Healthcare Licensing Examinations0
Play to Generalize: Learning to Reason Through Game PlayCode2
Decoupling the Image Perception and Multimodal Reasoning for Reasoning Segmentation with Digital Twin Representations0
WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement LearningCode1
Learning Compact Vision Tokens for Efficient Large Multimodal ModelsCode1
MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal ReasoningCode1
MuSciClaims: Multimodal Scientific Claim Verification0
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation0
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4VAccuracy24Unverified
2Gemini ProAccuracy13.2Unverified
3LLaVa-1.5-13BAccuracy1.8Unverified
4LLaVa-1.5-7BAccuracy1.5Unverified
5BLIP2-FLAN-T5-XXLAccuracy0.9Unverified
6QWENAccuracy0.9Unverified
7CogVLMAccuracy0.9Unverified
8InstructBLIPAccuracy0.6Unverified
#ModelMetricClaimedVerifiedStatus
1GPT4VAccuracy22.76Unverified
2Gemini ProAccuracy17.66Unverified
3Qwen-VL-MaxAccuracy15.59Unverified
4InternLM-XComposer2-VLAccuracy14.54Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4Acc30.3Unverified