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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 |
|---|---|---|---|---|
| Pain Classification | 3 | 1 | Feb 18, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Job Orchestration | 3 | 1 | Feb 21, 2026 | |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| Lateral strain estimation | 3 | 1 | Feb 18, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Relaxed adsorption-energy prediction |
| 3 |
| 2 |
| May 19, 2026 |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Brand Classification | 3 | 2 | Jun 9, 2026 |
|---|
| Radiology Report Summarization | 3 | 2 | Apr 3, 2026 |
|---|
| Visual Jailbreaking Attack | 3 | 2 | Mar 4, 2026 |
|---|
| Click-Through Rate (CTR) Prediction | 3 | 3 | May 26, 2026 |
|---|
| Style Classification | 3 | 3 | May 20, 2026 |
|---|
| Machine Translation En-Ro | 3 | 1 | Feb 25, 2026 |
|---|
| English-German document-level translation | 3 | 1 | Feb 18, 2026 |
|---|
| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
|---|
| Two-sample test | 3 | 1 | Feb 18, 2026 |
|---|
| Compression Ratio Prediction | 3 | 1 | Feb 21, 2026 |
|---|
| Stroke detection | 3 | 2 | Apr 7, 2026 |
|---|
| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
|---|
| Viral family classification | 3 | 1 | Feb 21, 2026 |
|---|
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
|---|
| Speculative Sampling | 3 | 1 | Mar 31, 2026 |
|---|