SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 9761000 of 2177 papers

TitleStatusHype
Do Explanations make VQA Models more Predictable to a Human?0
Latent Variable Models for Visual Question Answering0
Generative Visual Question Answering0
American == White in Multimodal Language-and-Image AI0
Abduction of Domain Relationships from Data for VQA0
Compound Tokens: Channel Fusion for Vision-Language Representation Learning0
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs0
Generating Triples with Adversarial Networks for Scene Graph Construction0
Compositional Memory for Visual Question Answering0
Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness0
Learning Answer Embeddings for Visual Question Answering0
Attention Mechanism based Cognition-level Scene Understanding0
Learning by Asking Questions0
Look, Learn and Leverage (L^3): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment0
Learning Compositional Representation for Few-shot Visual Question Answering0
Generating Rationales in Visual Question Answering0
Generating Natural Questions from Images for Multimodal Assistants0
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback0
Attention Guided Semantic Relationship Parsing for Visual Question Answering0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention0
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge0
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues0
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network0
Compositional Attention Networks for Interpretability in Natural Language Question Answering0
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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