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Multimodal AI research – Page 32 · SOTA2 Research

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Research domain

Multimodal

Search tasks

2 benchmarks · 2 papersAccident Reason Answering 2 benchmarks · 1 papersMultimodal Temporal Point Process prediction 2 benchmarks · 1 papersMultimodal Sarcasm Explanation 2 benchmarks · 2 papersLong-context Multimodal Understanding 2 benchmarks · 3 papersMultimodal Translation 2 benchmarks · 1 papersSegment-level Video-to-Music Retrieval 2 benchmarks · 4 papersAudiovisual Video Captioning 2 benchmarks · 2 papersVideo-based Facial Expression Recognition 2 benchmarks · 2 papersImage Captioning Hallucination Detection 2 benchmarks · 8 papersVisual Spatial Intelligence 2 benchmarks · 1 papersVision-Language Captioning 2 benchmarks · 1 papers

Segment-level Music-to-Video Retrieval

2 benchmarks · 4 papersMulti-modal Instruction Following

2 benchmarks · 1 papersMultimodal Dialogue Response Generation

2 benchmarks · 1 papersMultimodal Autocomplete

2 benchmarks · 1 papersBi-directional Retrieval

2 benchmarks · 4 papersMultimodal Retrieval and Understanding

2 benchmarks · 2 papersMultimodal Video Retrieval

2 benchmarks · 2 papersMultimodal Chart Reasoning

2 benchmarks · 1 papersClosed-ended Visual Question Answering

2 benchmarks · 1 papersAudio-driven Digital Human Generation

2 benchmarks · 1 papersSketch-to-Real Person Re-identification

2 benchmarks · 1 papersGaze following in video

2 benchmarks · 1 papersQA performance by Gemini-2.5-Pro based on captions

2 benchmarks · 1 papersVision-Language Reward Model Evaluation

2 benchmarks · 1 papersAudio-Visual Speech-to-Speech Translation

2 benchmarks · 1 papers7-class emotion recognition

2 benchmarks · 1 papersAudio-Visual Speech-to-Audio Translation

2 benchmarks · 1 papersModality Preference Steering

2 benchmarks · 1 papersUniversal multi-modal reasoning

2 benchmarks · 1 papersMultimodal Safety Defense

2 benchmarks · 2 papersGeneral Multi-modal Understanding

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