SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 121130 of 302 papers

TitleStatusHype
Kimi-VL Technical ReportCode5
MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language ModelsCode1
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-ThoughtCode7
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models0
Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1)0
Affordable AI Assistants with Knowledge Graph of ThoughtsCode3
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal ReasoningCode2
Agentic Multimodal AI for Hyperpersonalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework0
Boosting MLLM Reasoning with Text-Debiased Hint-GRPOCode1
Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models0
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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