SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 171180 of 302 papers

TitleStatusHype
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level0
MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification0
MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering0
MultiMind: Enhancing Werewolf Agents with Multimodal Reasoning and Theory of Mind0
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges0
Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models0
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval0
Multimodal Reasoning with Multimodal Knowledge Graph0
Multimodal Transformer with Multi-View Visual Representation for Image Captioning0
MuSciClaims: Multimodal Scientific Claim Verification0
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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