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SOTA2
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Multimodal AI research · SOTA2 Research
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Multimodal
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1,137 benchmarks · 1,188 papers
Visual Question Answering
438 benchmarks · 429 papers
Video Question Answering
373 benchmarks · 353 papers
Image Captioning
284 benchmarks · 293 papers
Text-to-Image Retrieval
280 benchmarks · 456 papers
Multimodal Understanding
271 benchmarks · 269 papers
Image-to-Text Retrieval
238 benchmarks · 284 papers
Multimodal Reasoning
227 benchmarks · 111 papers
Generative Modeling
196 benchmarks · 148 papers
Visual Grounding
187 benchmarks · 160 papers
Visual Reasoning
183 benchmarks · 93 papers
Medical Visual Question Answering
168 benchmarks · 179 papers
Text-to-Video Retrieval
141 benchmarks · 113 papers
Vision-and-Language Navigation
117 benchmarks · 45 papers
Multimodal Classification
113 benchmarks · 135 papers
Vision-Language Navigation
106 benchmarks · 59 papers
Referring Image Segmentation
96 benchmarks · 393 papers
Object Hallucination Evaluation
95 benchmarks · 93 papers
Image-Text Retrieval
93 benchmarks · 87 papers
Referring Expression Segmentation
92 benchmarks · 80 papers
Video-to-Text retrieval
87 benchmarks · 107 papers
Video Captioning
79 benchmarks · 223 papers
Multimodal Evaluation
78 benchmarks · 74 papers
Referring Video Object Segmentation
75 benchmarks · 65 papers
Multimodal Question Answering
64 benchmarks · 32 papers
Cross-modal retrieval
61 benchmarks · 55 papers
Multimodal Mathematical Reasoning
58 benchmarks · 26 papers
Audio-Visual Speech Recognition
55 benchmarks · 19 papers
Multimodal Recommendation
54 benchmarks · 35 papers
Multimodal Retrieval
49 benchmarks · 77 papers
Multimodal Sentiment Analysis
49 benchmarks · 21 papers
Audio-Visual Segmentation
48 benchmarks · 33 papers
Referring Segmentation
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