SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 7180 of 302 papers

TitleStatusHype
A Multimodal Framework for the Detection of Hateful MemesCode1
Learning Compact Vision Tokens for Efficient Large Multimodal ModelsCode1
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought VerificationCode1
Breaking the Data Barrier -- Building GUI Agents Through Task GeneralizationCode1
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency TrainingCode1
Boosting MLLM Reasoning with Text-Debiased Hint-GRPOCode1
All in an Aggregated Image for In-Image LearningCode1
MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal ReasoningCode1
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal ReasoningCode1
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific ResearchCode1
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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