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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 |
|---|---|---|---|---|
| Patch-Level Classification | 20 | 7 | May 26, 2026 | |
| Instance attribution explanation | 20 | 1 | Apr 14, 2026 | |
| 2D Navigation | 20 | 7 | Jul 2, 2026 | |
| RGBT Tracking | 20 | 19 | May 6, 2026 | |
| Image-Text Matching | 20 | 12 | Jul 2, 2026 | |
| Inductive relation prediction | 20 | 4 | Feb 18, 2026 | |
| AMR parsing | 20 | 22 | Feb 18, 2026 | |
| Target sensitivity estimation | 20 | 1 | Apr 14, 2026 | |
| Faithfulness under retraining | 20 | 1 | Apr 14, 2026 | |
| Single-Class SCADA Unlearning |
| 20 |
| 1 |
| Apr 10, 2026 |
| SIEM Rule Conversion | 20 | 1 | Apr 10, 2026 |
|---|
| Harmful prompt detection | 20 | 6 | Jul 8, 2026 |
|---|
| Ranking Prediction | 20 | 2 | Jun 29, 2026 |
|---|
| Cluster count selection | 20 | 1 | Apr 16, 2026 |
|---|
| In-context retrieval | 20 | 10 | Jul 7, 2026 |
|---|
| Amodal Segmentation | 20 | 7 | May 26, 2026 |
|---|
| Vertex Classification | 20 | 4 | May 22, 2026 |
|---|
| Object Hallucination | 20 | 60 | Jul 7, 2026 |
|---|
| Edge Coverage | 20 | 1 | Mar 16, 2026 |
|---|
| Camera Calibration | 20 | 10 | Jul 7, 2026 |
|---|
| Continual Semantic Segmentation | 20 | 12 | May 27, 2026 |
|---|
| Inverse Rendering | 20 | 12 | Jul 3, 2026 |
|---|
| Joint Entity and Relation Extraction | 20 | 18 | Jun 4, 2026 |
|---|
| Sparse Autoencoding | 20 | 6 | Jul 3, 2026 |
|---|
| Full Reference Image Quality Assessment | 20 | 11 | Apr 23, 2026 |
|---|