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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 |
|---|---|---|---|---|
| Image Classification | 8,174 | 4,492 | Jul 9, 2026 | |
| Classification | 4,964 | 1,706 | Jul 9, 2026 | |
| Mathematical Reasoning | 3,780 | 2,524 | Jul 9, 2026 | |
| Question Answering | 3,005 | 2,086 | Jul 9, 2026 | |
| Semantic segmentation | 2,343 | 2,085 | Jul 9, 2026 | |
| Node Classification | 2,160 | 643 | Jul 9, 2026 | |
| Regression | 2,117 | 491 | Jul 9, 2026 | |
| Object Detection | 1,988 | 1,808 | Jul 9, 2026 | |
| Novel View Synthesis | 1,883 | 827 | Jul 9, 2026 | |
| Clustering |
| 1,657 |
| 307 |
| Jul 9, 2026 |
| Anomaly Detection | 1,531 | 601 | Jul 8, 2026 |
|---|
| Machine Translation | 1,408 | 477 | Jul 8, 2026 |
|---|
| Time Series Forecasting | 1,343 | 337 | Jul 9, 2026 |
|---|
| Visual Question Answering | 1,137 | 1,188 | Jul 9, 2026 |
|---|
| Code Generation | 986 | 973 | Jul 9, 2026 |
|---|
| Reinforcement Learning | 982 | 291 | Jul 9, 2026 |
|---|
| Robotic Manipulation | 977 | 666 | Jul 9, 2026 |
|---|
| Text-to-Image Generation | 967 | 822 | Jul 9, 2026 |
|---|
| Link Prediction | 965 | 352 | Jul 7, 2026 |
|---|
| Binary Classification | 939 | 322 | Jul 8, 2026 |
|---|
| Automatic Speech Recognition | 934 | 447 | Jul 9, 2026 |
|---|
| Language Modeling | 921 | 1,070 | Jul 9, 2026 |
|---|
| Offline Reinforcement Learning | 891 | 176 | Jul 8, 2026 |
|---|
| Image Generation | 888 | 705 | Jul 9, 2026 |
|---|
| Medical Image Segmentation | 840 | 399 | Jul 9, 2026 |
|---|