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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Aesthetic and Accuracy Assessment | 1 | 1 | Feb 18, 2026 | |
| Multi-label Few-Shot Classification | 1 | 1 | Feb 18, 2026 | |
| Video Amodal Tracking | 1 | 1 | Feb 18, 2026 | |
| Gesture Transfer | 1 | 1 | Feb 18, 2026 | |
| Motion-controlled video synthesis | 1 | 1 | Feb 18, 2026 | |
| Vehicle map-view segmentation | 1 | 1 | Feb 18, 2026 | |
| Out-of-context object detection | 1 | 1 | Feb 18, 2026 | |
| 3D Mitochondria Instance Segmentation | 1 | 1 | Feb 18, 2026 | |
| Digital Radiograph Reconstruction (DRR) Synthesis |
| 1 |
| 1 |
| Feb 18, 2026 |
| Open-set ObjectGoal Navigation | 1 | 5 | Apr 24, 2026 |
|---|
| 3D Object Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Synthetic Image Distribution Similarity | 1 | 1 | Feb 18, 2026 |
|---|
| Permutation Invariant Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Episodic Memory Question Answering (Top-down map) | 1 | 1 | Feb 18, 2026 |
|---|
| Episodic Memory Question Answering (Egocentric pixel) | 1 | 1 | Feb 18, 2026 |
|---|
| Online Test-Time Adaptation | 1 | 1 | Feb 18, 2026 |
|---|
| Mirror Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Video Referring Expression Segmentation | 1 | 2 | Feb 20, 2026 |
|---|
| Multi-garment dressing | 1 | 1 | Feb 18, 2026 |
|---|
| Garment Dressing | 1 | 1 | Feb 18, 2026 |
|---|
| Image Retrieval (Ranking) | 1 | 1 | Feb 18, 2026 |
|---|
| Foreground Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Image Uncropping | 1 | 1 | Feb 18, 2026 |
|---|
| Continual Model Refinement for Extractive Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-object 3D grounding | 1 | 1 | Feb 18, 2026 |
|---|