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 |
|---|---|---|---|---|
| Causal Discovery | 462 | 105 | Jul 7, 2026 | |
| Sequential Recommendation | 451 | 191 | Jul 7, 2026 | |
| Video Question Answering | 438 | 429 | Jul 9, 2026 | |
| Sentiment Analysis | 426 | 329 | Jul 8, 2026 | |
| Safety Evaluation | 422 | 214 | Jul 7, 2026 | |
| Hallucination Detection | 420 | 178 | Jul 9, 2026 | |
| Trajectory Prediction | 409 | 223 | Jul 7, 2026 | |
| Continual Learning | 405 | 173 | Jul 7, 2026 | |
| Commonsense Reasoning | 404 | 788 | Jul 9, 2026 | |
| 398 |
| 123 |
| Jul 7, 2026 |
| Image Reconstruction | 385 | 270 | Jul 7, 2026 |
|---|
| Class-incremental learning | 381 | 149 | Jul 8, 2026 |
|---|
| Image Retrieval | 380 | 253 | Jul 8, 2026 |
|---|
| Image Captioning | 373 | 353 | Jul 9, 2026 |
|---|
| Natural Language Inference | 372 | 402 | Jul 3, 2026 |
|---|
| Multiple-choice Question Answering | 367 | 282 | Jul 9, 2026 |
|---|
| Person Re-Identification | 364 | 289 | Jun 23, 2026 |
|---|
| Tabular Classification | 356 | 72 | Jul 9, 2026 |
|---|
| Multi-Agent Reinforcement Learning | 348 | 68 | Jul 7, 2026 |
|---|
| Deepfake Detection | 347 | 123 | Jun 30, 2026 |
|---|
| Jailbreak Attack | 339 | 182 | Jul 7, 2026 |
|---|
| Multi-Label Classification | 339 | 151 | Jul 2, 2026 |
|---|
| Medical Image Classification | 335 | 150 | Jul 7, 2026 |
|---|
| Adversarial Attack | 330 | 137 | Jul 9, 2026 |
|---|
| Symbolic Regression | 327 | 52 | Jul 7, 2026 |
|---|