SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 951975 of 2177 papers

TitleStatusHype
Connecting Language and Vision to Actions0
Attentive Explanations: Justifying Decisions and Pointing to the Evidence0
DLIP: Distilling Language-Image Pre-training0
Generating Question Relevant Captions to Aid Visual Question Answering0
KVQA: Knowledge-Aware Visual Question Answering0
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing0
GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing0
Language bias in Visual Question Answering: A Survey and Taxonomy0
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!0
A Multimodal Memes Classification: A Survey and Open Research Issues0
Language-Image Models with 3D Understanding0
LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound0
Compressing Visual-linguistic Model via Knowledge Distillation0
Generic Attention-model Explainability by Weighted Relevance Accumulation0
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
Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!0
Generating Triples with Adversarial Networks for Scene Graph Construction0
Compositional Memory for Visual Question Answering0
Attention Mechanism based Cognition-level Scene Understanding0
LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding0
Generating Rationales in Visual Question Answering0
Generating Natural Questions from Images for Multimodal Assistants0
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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