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 |
|---|---|---|---|---|
| Neuron Segmentation | 16 | 3 | Mar 25, 2026 | |
| Drug response prediction | 16 | 8 | May 21, 2026 | |
| Video Outpainting | 16 | 8 | May 28, 2026 | |
| Pruning | 16 | 6 | Jun 11, 2026 | |
| Few-shot Object Detection | 16 | 16 | Mar 31, 2026 | |
| Story Point Estimation | 16 | 1 | Mar 17, 2026 | |
| Cryo-EM Reconstruction | 16 | 3 | Feb 20, 2026 | |
| Slide-level classification | 16 | 19 | Jun 30, 2026 | |
| DAG learning | 16 | 7 | May 19, 2026 | |
| Agent Task |
| 16 |
| 18 |
| Jul 7, 2026 |
| Inductive Knowledge Hypergraph Link Prediction | 16 | 1 | Feb 22, 2026 |
|---|
| DOA estimation | 16 | 3 | Apr 21, 2026 |
|---|
| Re-identification | 16 | 11 | Jul 3, 2026 |
|---|
| Multi-concept Erasure | 16 | 6 | May 29, 2026 |
|---|
| LiDAR-Camera Extrinsic Calibration | 16 | 2 | Feb 21, 2026 |
|---|
| Taxonomic Classification | 16 | 6 | Jun 23, 2026 |
|---|
| Harmful Meme Detection | 16 | 10 | Jun 1, 2026 |
|---|
| Goal-conditioned Planning | 16 | 4 | Jun 26, 2026 |
|---|
| Audio-visual understanding | 16 | 22 | Jul 7, 2026 |
|---|
| Spatiotemporal Prediction | 16 | 7 | Jun 23, 2026 |
|---|
| Mixture Proportion Estimation | 16 | 3 | Jun 9, 2026 |
|---|
| Brain MRI Segmentation | 16 | 4 | Feb 18, 2026 |
|---|
| Clinical Question Answering | 16 | 8 | Jul 3, 2026 |
|---|
| Relationship Prediction | 16 | 5 | Jul 8, 2026 |
|---|
| Visual Counting | 16 | 16 | Jun 2, 2026 |
|---|