SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 11761200 of 2177 papers

TitleStatusHype
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention0
Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?0
Iterated learning for emergent systematicity in VQA0
It Takes Two to Tango: Towards Theory of AI's Mind0
iVQA: Inverse Visual Question Answering0
Jaeger: A Concatenation-Based Multi-Transformer VQA Model0
JEEM: Vision-Language Understanding in Four Arabic Dialects0
Joint learning of object graph and relation graph for visual question answering0
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention0
JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems0
`Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks0
KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration0
Kernel Pooling for Convolutional Neural Networks0
Generating and Evaluating Explanations of Attended and Error-Inducing Input Regions for VQA Models0
Knowing Where to Look? Analysis on Attention of Visual Question Answering System0
Knowledge Acquisition for Visual Question Answering via Iterative Querying0
Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings0
Knowledge-Based Counterfactual Queries for Visual Question Answering0
Knowledge-Based Visual Question Answering in Videos0
Knowledge Condensation and Reasoning for Knowledge-based VQA0
Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering0
KOSMOS-2.5: A Multimodal Literate Model0
KVQA: Knowledge-Aware Visual Question Answering0
Language bias in Visual Question Answering: A Survey and Taxonomy0
Language Features Matter: Effective Language Representations for Vision-Language Tasks0
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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