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Visual Question Answering

MLLM Leaderboard

Papers

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Showing 921–930 of 2177 papers

TitleStatusHype
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network—0
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?—0
Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model—0
GRAM: Global Reasoning for Multi-Page VQA—0
GRADE: Quantifying Sample Diversity in Text-to-Image Models—0
Learning Visual Knowledge Memory Networks for Visual Question Answering—0
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision—0
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference—0
GPT-4V Explorations: Mining Autonomous Driving—0
Lego: Learning to Disentangle and Invert Personalized Concepts Beyond Object Appearance in Text-to-Image Diffusion Models—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

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