SOTAVerified

Multimodal Reasoning

Reasoning over multimodal inputs.

Papers

Showing 8190 of 302 papers

TitleStatusHype
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at ScaleCode1
Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical FindingsCode1
Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual HallucinationCode1
Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical ReasoningCode1
DC3DO: Diffusion Classifier for 3D ObjectsCode1
LLMs can be Dangerous Reasoners: Analyzing-based Jailbreak Attack on Large Language ModelsCode1
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal ReasoningCode1
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language ModelsCode1
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal ModelsCode1
Exploring the Transferability of Visual Prompting for Multimodal Large Language ModelsCode1
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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