SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 110 of 2177 papers

TitleStatusHype
Describe Anything Model for Visual Question Answering on Text-rich ImagesCode1
Barriers in Integrating Medical Visual Question Answering into Radiology Workflows: A Scoping Review and Clinicians' Insights0
MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning0
Evaluating Attribute Confusion in Fashion Text-to-Image Generation0
LinguaMark: Do Multimodal Models Speak Fairly? A Benchmark-Based Evaluation0
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling0
ReLoop: "Seeing Twice and Thinking Backwards" via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding0
Revisiting CroPA: A Reproducibility Study and Enhancements for Cross-Prompt Adversarial Transferability in Vision-Language ModelsCode0
SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning0
DrishtiKon: Multi-Granular Visual Grounding for Text-Rich Document ImagesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified