SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 18261850 of 2177 papers

TitleStatusHype
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law0
Visual Relationship Detection using Scene Graphs: A Survey0
Visual Question Answering with Prior Class Semantics0
A Corpus for Visual Question Answering Annotated with Frame Semantic Information0
Image Position Prediction in Multimodal Documents0
Pragmatic Issue-Sensitive Image CaptioningCode0
A Novel Attention-based Aggregation Function to Combine Vision and Language0
Visual Question Answering Using Semantic Information from Image Descriptions0
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision0
Knowledge-Based Visual Question Answering in Videos0
An Entropy Clustering Approach for Assessing Visual Question DifficultyCode0
Rephrasing visual questions by specifying the entropy of the answer distribution0
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing0
Generating Rationales in Visual Question Answering0
Assessing Image Quality Issues for Real-World Problems0
P NP, at least in Visual Question AnsweringCode0
Linguistically Driven Graph Capsule Network for Visual Question Reasoning0
Visual Question Answering for Cultural Heritage0
Normalized and Geometry-Aware Self-Attention Network for Image Captioning0
RSVQA: Visual Question Answering for Remote Sensing Data0
MQA: Answering the Question via Robotic ManipulationCode0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
A Question-Centric Model for Visual Question Answering in Medical ImagingCode0
A Study on Multimodal and Interactive Explanations for Visual Question Answering0
Unshuffling Data for Improved Generalization0
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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