SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 21212130 of 2177 papers

TitleStatusHype
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded DialogCode0
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question AnsweringCode0
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa LanguageCode0
HALLUCINOGEN: A Benchmark for Evaluating Object Hallucination in Large Visual-Language ModelsCode0
Uncovering the Full Potential of Visual Grounding Methods in VQACode0
Siamese Tracking with Lingual Object ConstraintsCode0
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and FilteringCode0
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic SegmentationCode0
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object LocalizationCode0
Sim2Real Transfer for Vision-Based Grasp VerificationCode0
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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