Research domain
Multimodal
Visual Question Answering1,137 benchmarks · 1,188 papersVideo Question Answering438 benchmarks · 429 papersImage Captioning373 benchmarks · 353 papersText-to-Image Retrieval284 benchmarks · 293 papersMultimodal Understanding280 benchmarks · 456 papersImage-to-Text Retrieval271 benchmarks · 269 papersMultimodal Reasoning238 benchmarks · 284 papersGenerative Modeling227 benchmarks · 111 papersVisual Grounding196 benchmarks · 148 papersVisual Reasoning187 benchmarks · 160 papersMedical Visual Question Answering183 benchmarks · 93 papersText-to-Video Retrieval168 benchmarks · 179 papersVision-and-Language Navigation141 benchmarks · 113 papersMultimodal Classification117 benchmarks · 45 papersVision-Language Navigation113 benchmarks · 135 papersReferring Image Segmentation106 benchmarks · 59 papersObject Hallucination Evaluation96 benchmarks · 393 papersImage-Text Retrieval95 benchmarks · 93 papersReferring Expression Segmentation93 benchmarks · 87 papersVideo-to-Text retrieval92 benchmarks · 80 papersVideo Captioning87 benchmarks · 107 papersMultimodal Evaluation79 benchmarks · 223 papersReferring Video Object Segmentation78 benchmarks · 74 papersMultimodal Question Answering75 benchmarks · 65 papersCross-modal retrieval64 benchmarks · 32 papersMultimodal Mathematical Reasoning61 benchmarks · 55 papersAudio-Visual Speech Recognition58 benchmarks · 26 papersMultimodal Recommendation55 benchmarks · 19 papersMultimodal Retrieval54 benchmarks · 35 papersMultimodal Sentiment Analysis49 benchmarks · 77 papersAudio-Visual Segmentation49 benchmarks · 21 papersReferring Segmentation48 benchmarks · 33 papers