SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 776800 of 2177 papers

TitleStatusHype
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention0
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion0
Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?0
It Takes Two to Tango: Towards Theory of AI's Mind0
Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning0
Inverse Visual Question Answering with Multi-Level Attentions0
A Visual Question Answering Method for SAR Ship: Breaking the Requirement for Multimodal Dataset Construction and Model Fine-Tuning0
Crossformer: Transformer with Alternated Cross-Layer Guidance0
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool0
Investigating Biases in Textual Entailment Datasets0
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation0
HAMMR: HierArchical MultiModal React agents for generic VQA0
Cross-Dataset Adaptation for Visual Question Answering0
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites0
How good are deep models in understanding the generated images?0
A Vision Centric Remote Sensing Benchmark0
An Analysis of Visual Question Answering Algorithms0
A dataset of clinically generated visual questions and answers about radiology images0
CROME: Cross-Modal Adapters for Efficient Multimodal LLM0
Interpretable Visual Question Answering via Reasoning Supervision0
How to Design Sample and Computationally Efficient VQA Models0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning0
How Transferable are Reasoning Patterns in VQA?0
CREPE: Coordinate-Aware End-to-End Document Parser0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision0
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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