Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| 3D Object Alignment | 1 | 1 | Feb 18, 2026 | |
| Synthetic Image Distribution Similarity | 1 | 1 | Feb 18, 2026 | |
| Three-class WSI-level lung cancer subtype classification | 1 | 1 | Mar 6, 2026 | |
| Attribute Understanding | 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 | |
| Object Hallucination Discrimination | 1 | 2 | Jun 1, 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 |
|---|
| Referring Expressions | 1 | 1 | Feb 18, 2026 |
|---|
| Dense Action Anticipation | 1 | 1 | Feb 18, 2026 |
|---|
| Super-Resolution (SR ×4) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Retrieval (Localization) | 1 | 1 | Feb 18, 2026 |
|---|
| Short-term motion prediction | 1 | 2 | Feb 22, 2026 |
|---|
| Instrument Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Atomic Action Detection | 1 | 1 | Feb 18, 2026 |
|---|