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 |
|---|---|---|---|---|
| Optic Cup Segmentation | 15 | 11 | Jun 4, 2026 | |
| Burst Super-Resolution | 15 | 8 | Mar 20, 2026 | |
| Activation Steering | 15 | 7 | May 21, 2026 | |
| XAI Faithfulness Evaluation | 15 | 1 | Feb 21, 2026 | |
| 3D Object Localization | 15 | 12 | Jun 30, 2026 | |
| Image Recovery | 15 | 7 | Jul 8, 2026 | |
| Sequence Labeling | 15 | 3 | Feb 19, 2026 | |
| Intrinsic Image Decomposition | 15 | 6 | Apr 1, 2026 | |
| Place | 15 | 10 | Jun 4, 2026 | |
| Independent Component Analysis |
| 15 |
| 3 |
| Jun 5, 2026 |
| Agent | 15 | 10 | Jun 24, 2026 |
|---|
| 3D Scene Rendering | 15 | 9 | Jul 7, 2026 |
|---|
| Reinforcement Learning Control | 15 | 3 | Jun 18, 2026 |
|---|
| Audio Reasoning | 15 | 18 | Jun 16, 2026 |
|---|
| Healthy Anatomy Reconstruction | 15 | 1 | Feb 18, 2026 |
|---|
| Multi-Agent Cooperative Control | 15 | 1 | Feb 18, 2026 |
|---|
| stack blocks | 15 | 15 | Jun 24, 2026 |
|---|
| Model Fingerprinting Robustness | 15 | 2 | Apr 8, 2026 |
|---|
| Filtering | 15 | 4 | Jul 2, 2026 |
|---|
| Stack bowls | 15 | 10 | Jul 8, 2026 |
|---|
| Temporal Out-of-Distribution Detection | 15 | 1 | Mar 20, 2026 |
|---|
| Arithmetic Addition | 15 | 4 | Jun 18, 2026 |
|---|
| Multimodal Summarization | 15 | 6 | Mar 9, 2026 |
|---|
| Transport | 15 | 12 | Jun 11, 2026 |
|---|
| Sequential Model Editing | 15 | 9 | May 27, 2026 |
|---|