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 |
|---|---|---|---|---|
| Length-Constrained Text Generation | 4 | 1 | Feb 18, 2026 | |
| Watermark Position Localization | 4 | 1 | Feb 18, 2026 | |
| Segmentation Quality Assessment | 4 | 1 | Mar 31, 2026 | |
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| Watermark Segment Classification | 4 | 1 | Feb 18, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Protein Prediction | 4 | 1 | Feb 21, 2026 | |
| Judge Agreement |
| 4 |
| 1 |
| Feb 18, 2026 |
| PDE Forward Problem | 4 | 1 | Feb 21, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Acoustic Echo Cancellation | 4 | 4 | Jul 3, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Conditional Average Treatment Effect (CATE) Estimation | 4 | 3 | Feb 25, 2026 |
|---|
| GCN Training | 4 | 1 | Feb 21, 2026 |
|---|
| Average Treatment Effect (ATE) Estimation | 4 | 4 | May 1, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Binary Graph Classification | 4 | 3 | May 8, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Latency profiling | 4 | 1 | Feb 21, 2026 |
|---|
| Auction Revenue Maximization | 4 | 1 | Feb 18, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| Image Grounding | 4 | 4 | May 28, 2026 |
|---|
| Syntactic Generalization | 4 | 4 | May 18, 2026 |
|---|