SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 191200 of 302 papers

TitleStatusHype
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs0
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models0
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking0
MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation0
MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning0
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models0
AutoFraudNet: A Multimodal Network to Detect Fraud in the Auto Insurance Industry0
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos0
MMS-VPR: Multimodal Street-Level Visual Place Recognition Dataset and Benchmark0
Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1)0
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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