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Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Text-to-Thermal Retrieval (via Vision pivot)computer visionnlp+121Feb 20, 2026
Thermal-to-Text Retrieval (via Vision pivot)computer visionnlp+121Feb 20, 2026
Semantic Edge Detectioncomputer vision21Feb 18, 2026
CVLT Score Predictionbio medicalcomputer vision21Feb 21, 2026
Text-to-Depth Retrievalcomputer visionnlp21Feb 20, 2026
Unseen Pair Detectioncomputer vision21Feb 27, 2026
Image Sortingcomputer vision21Feb 18, 2026
Accident Reason Answeringnlpcomputer vision+122Mar 19, 2026
3D Shape Segmentation Transfer3d vision geometrycomputer vision11Feb 18, 2026
Cut Transition Detectioncomputer vision11Feb 18, 2026
Object interaction anticipationcomputer vision11Feb 18, 2026
Gradual Transition Detectioncomputer vision11Feb 18, 2026
fully supervised action segmentationcomputer vision11Feb 18, 2026
Video Quality Assessment (Pairwise Ranking)computer vision11Feb 18, 2026
Semantic Segment Retrievalcomputer visionretrieval search rag12Feb 18, 2026
Hallucination and Visual Reasoning Evaluationmultimodalcomputer vision+1114Jun 30, 2026
Shot Boundary Detection (Gradual)computer vision11Feb 18, 2026
Semantic Object Segmentationcomputer vision11Feb 18, 2026
QR Code Readingcomputer vision11Feb 18, 2026
Human Centriccomputer vision11Feb 18, 2026
Attribution Map Localizationcomputer vision11Feb 18, 2026
2D Portrait Relightingcomputer visionimage generation editing11Feb 18, 2026
Free-view portrait relightingcomputer vision3d vision geometry11Feb 18, 2026
Universal ISPcomputer vision11Feb 18, 2026
Secret embeddingcomputer vision11Feb 18, 2026