SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 7180 of 302 papers

TitleStatusHype
3MDBench: Medical Multimodal Multi-agent Dialogue BenchmarkCode1
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific ResearchCode1
Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic CognitionCode1
How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape GameCode1
Oasis: One Image is All You Need for Multimodal Instruction Data SynthesisCode1
Question-Aware Gaussian Experts for Audio-Visual Question AnsweringCode1
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought VerificationCode1
Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation CapabilitiesCode1
Do Language Models Understand Time?Code1
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language ModelsCode1
Show:102550
← PrevPage 8 of 31Next →

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