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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
RGB-T Semantic Segmentationcomputer visionmultimodal11Feb 18, 2026
3D Human Detection3d vision geometrycomputer vision11Feb 18, 2026
In-Context Captioningcomputer visionnlp11Feb 18, 2026
Deep Image Mattingcomputer vision11Feb 18, 2026
Group-level video emotion classificationcomputer visionnlp12Jun 9, 2026
Detailed Image Captioningcomputer visionnlp11Feb 18, 2026
2D Human Video Generationvideo generation editingcomputer vision11Feb 18, 2026
Perturbation Test (Impact on Accuracy)computer vision11Feb 18, 2026
Instance Detection and Classificationcomputer visionbio medical11Feb 18, 2026
Faithfulness of visual explanationscomputer visionmultimodal11Feb 18, 2026
VAE Log-Likelihood Estimationcomputer vision11Feb 18, 2026
Caption Matchingcomputer visionnlp11Feb 18, 2026
BRDF decomposition3d vision geometrycomputer vision11Feb 18, 2026
16x Super-resolutioncomputer vision11Feb 18, 2026
Plot Question Answeringmultimodalcomputer vision+111Feb 18, 2026
Birds-Eye-View Detectioncomputer vision16Jun 24, 2026
Gastric cancer classificationbio medicalcomputer vision11Feb 18, 2026
Multi-class Tooth Segmentationcomputer visionbio medical11Feb 18, 2026
Fairness classification (Attractive label)computer visionnlp11Feb 18, 2026
Low-light Raw Video Denoisingcomputer vision11Feb 18, 2026
Visual Appearance Personalizationcomputer visionimage generation editing11Feb 18, 2026
2D Reprojection Accuracycomputer vision3d vision geometry11Feb 18, 2026
Levator Hiatus Segmentationcomputer visionbio medical11Feb 18, 2026
Fairness classification (Big Nose label)computer visionadversarial safety security11Feb 18, 2026
Targeted Transfer Attackadversarial safety securitycomputer vision13Feb 18, 2026