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Visual Question Answering

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Showing 1331–1340 of 2177 papers

TitleStatusHype
Jaeger: A Concatenation-Based Multi-Transformer VQA Model—0
Solution for SMART-101 Challenge of ICCV Multi-modal Algorithmic Reasoning Task 2023—0
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models—0
Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering—0
Lightweight In-Context Tuning for Multimodal Unified Models—0
Improving Automatic VQA Evaluation Using Large Language Models—0
On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study—0
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering—0
Human Mobility Question Answering (Vision Paper)—0
Tackling VQA with Pretrained Foundation Models without Further Training—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified