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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 |
|---|---|---|---|---|
| Remaining Useful Life prediction | 22 | 15 | Jun 18, 2026 | |
| Contact estimation | 22 | 6 | Mar 27, 2026 | |
| Multi-task reinforcement learning | 22 | 13 | Jun 25, 2026 | |
| Subgroup Discovery | 22 | 4 | Jun 16, 2026 | |
| Radar Odometry | 21 | 3 | Apr 28, 2026 | |
| Long Video Question Answering | 21 | 20 | Jul 8, 2026 | |
| Spectral Unmixing | 21 | 2 | Mar 26, 2026 | |
| Watermark Detection Robustness | 21 | 6 | Jul 8, 2026 | |
| Multimodal Abstractive Summarization |
| 21 |
| 2 |
| May 13, 2026 |
| Monocular dynamic scene reconstruction | 21 | 6 | Jun 30, 2026 |
|---|
| Desnowing | 21 | 22 | Jun 23, 2026 |
|---|
| Multiple Instance Learning Classification | 21 | 8 | Jul 1, 2026 |
|---|
| 4D Generation | 21 | 16 | Jul 3, 2026 |
|---|
| Hexagon Packing | 21 | 3 | Jun 5, 2026 |
|---|
| Re-ranking | 21 | 16 | Jul 2, 2026 |
|---|
| Reference-based Super-Resolution | 21 | 7 | Jun 30, 2026 |
|---|
| Odometry estimation | 21 | 8 | Jul 3, 2026 |
|---|
| Grayscale Image Denoising | 21 | 16 | Mar 30, 2026 |
|---|
| 3D Object Recognition | 21 | 11 | Mar 24, 2026 |
|---|
| 2-class segmentation | 21 | 1 | Feb 22, 2026 |
|---|
| Single-class Unlearning | 21 | 8 | Jun 24, 2026 |
|---|
| Dynamic Novel View Synthesis | 21 | 11 | Jun 30, 2026 |
|---|
| Over-refusal evaluation | 21 | 18 | Jul 3, 2026 |
|---|
| Offline Model-Based Optimization | 21 | 5 | Mar 5, 2026 |
|---|
| Multi-person Pose Estimation | 21 | 50 | Mar 11, 2026 |
|---|