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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 |
|---|---|---|---|---|
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Inertial Navigation | 6 | 2 | Feb 21, 2026 | |
| Model Verification | 6 | 1 | Mar 30, 2026 | |
| Protein backbone generation | 6 | 4 | Mar 13, 2026 | |
| Hyperspectral Semantic Segmentation | 6 | 2 | May 19, 2026 | |
| Motion-to-Text | 6 | 12 | Jun 30, 2026 | |
| Energy-optimal path planning | 6 | 1 | Mar 30, 2026 | |
| Video Re-identification | 6 | 1 | Mar 27, 2026 | |
| Synthetic Data Fidelity Evaluation | 6 | 1 | Mar 27, 2026 | |
| Temporal Value Estimation |
| 6 |
| 1 |
| Feb 21, 2026 |
| Human alignment evaluation | 6 | 5 | Jun 16, 2026 |
|---|
| Dialog Generation | 6 | 5 | May 22, 2026 |
|---|
| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
|---|
| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
|---|
| Stereo SLAM | 6 | 2 | Feb 18, 2026 |
|---|
| Code Editing | 6 | 5 | Jun 5, 2026 |
|---|
| Lane line mapping | 6 | 2 | Mar 4, 2026 |
|---|
| Classic Control | 6 | 2 | Feb 18, 2026 |
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| Visual Captioning | 6 | 1 | Feb 27, 2026 |
|---|
| Critique Quality Evaluation | 6 | 1 | Feb 18, 2026 |
|---|
| Sentence ordering | 6 | 2 | Feb 18, 2026 |
|---|
| Non-prehensile manipulation | 6 | 3 | Jun 30, 2026 |
|---|
| Full black box attack | 6 | 1 | Feb 18, 2026 |
|---|
| Membership Detection | 6 | 2 | Jun 11, 2026 |
|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 |
|---|