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 |
|---|---|---|---|---|
| Avatar Reconstruction | 4 | 4 | Jun 29, 2026 | |
| Idiom Detection | 4 | 1 | Feb 18, 2026 | |
| Text Removal | 3 | 2 | May 27, 2026 | |
| Software Engineering Tasks | 3 | 2 | May 6, 2026 | |
| Frontend Aesthetics Generation | 3 | 1 | Mar 31, 2026 | |
| General Task (Agentic Coding) | 3 | 1 | Mar 31, 2026 | |
| MCQ selection similarity | 3 | 1 | Mar 31, 2026 | |
| Text Image Translation | 3 | 2 | Jul 7, 2026 | |
| Predictive Uncertainty Estimation | 3 | 1 | Mar 31, 2026 | |
| Dynamic Flexible Job Shop Scheduling |
|---|
| 3 |
| 1 |
| Mar 31, 2026 |
| Table Visual Question Answering | 3 | 4 | Apr 6, 2026 |
|---|
| Fruit Grading | 3 | 1 | Mar 31, 2026 |
|---|
| Slot Filling and Intent Detection | 3 | 5 | Feb 18, 2026 |
|---|
| Hard Exploration | 3 | 1 | Mar 31, 2026 |
|---|
| Agentic Question Answering | 3 | 3 | Jun 23, 2026 |
|---|
| Argument Identification | 3 | 4 | Apr 28, 2026 |
|---|
| Matrix Multiplication Latency | 3 | 2 | Apr 7, 2026 |
|---|
| Cross-view pose retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| Debiased image retrieval | 3 | 1 | Feb 27, 2026 |
|---|
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 |
|---|
| Unsafe image generation | 3 | 1 | Mar 31, 2026 |
|---|
| Head Detection | 3 | 2 | Feb 18, 2026 |
|---|
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 |
|---|
| Contact Map Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
|---|