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 |
|---|---|---|---|---|
| Any-Point Visual Navigation | 2 | 1 | Feb 24, 2026 | |
| Visual Counterfactual Explanation (Smile) | 2 | 1 | Feb 24, 2026 | |
| Patch-level Anomaly Detection | 2 | 1 | Feb 18, 2026 | |
| Personalized Image Segmentation | 2 | 1 | Feb 18, 2026 | |
| Cross-View Loop Closure Detection | 2 | 1 | Feb 24, 2026 | |
| Task-wise classification accuracy | 2 | 1 | Feb 24, 2026 | |
| Sketch-to-Feedback Evaluation | 2 | 1 | Feb 24, 2026 | |
| Robotic Instrument Segmentation Task 1 | 2 | 1 | Feb 18, 2026 |
| Post-purification robustness | 2 | 1 | Feb 18, 2026 |
|---|
| Robotic Instrument Segmentation Task 2 | 2 | 1 | Feb 18, 2026 |
|---|
| Aerial Visual Localization | 2 | 3 | Jun 29, 2026 |
|---|
| Robotic Instrument Segmentation Task 3 | 2 | 1 | Feb 18, 2026 |
|---|
| Image-level recognizability evaluation | 2 | 1 | Feb 24, 2026 |
|---|
| General Task | 2 | 3 | Jun 2, 2026 |
|---|
| Camera-based Watermarking | 2 | 1 | Feb 24, 2026 |
|---|
| Facial Reconstruction | 2 | 2 | Apr 1, 2026 |
|---|
| Model Pruning | 2 | 2 | May 14, 2026 |
|---|
| Multimodal Vision-Language Evaluation | 2 | 2 | Apr 21, 2026 |
|---|
| General Downstream Evaluation | 2 | 2 | Jun 16, 2026 |
|---|
| Part-level recognition | 2 | 1 | Feb 24, 2026 |
|---|
| 3D Human Disentanglement | 2 | 1 | Feb 18, 2026 |
|---|
| Noisy Attribute Generalization | 2 | 1 | Feb 24, 2026 |
|---|
| Hand Gesture Image Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Measurement | 2 | 2 | Mar 27, 2026 |
|---|
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 |
|---|