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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 |
|---|---|---|---|---|
| Out-of-Distribution Detection | 832 | 276 | Jul 9, 2026 | |
| Action Recognition | 794 | 684 | Jul 7, 2026 | |
| Robot Manipulation | 746 | 576 | Jul 9, 2026 | |
| Graph Classification | 735 | 312 | Jul 9, 2026 | |
| Recommendation | 712 | 308 | Jul 9, 2026 | |
| Text Classification | 705 | 431 | Jul 9, 2026 | |
| Reasoning | 677 | 627 | Jul 9, 2026 | |
| Named Entity Recognition | 631 | 338 | Jul 7, 2026 | |
| Super-Resolution | 615 | 368 | Jul 8, 2026 | |
| 3D Object Detection |
| 603 |
| 553 |
| Jul 8, 2026 |
| Video Generation | 586 | 452 | Jul 9, 2026 |
|---|
| Retrieval | 580 | 293 | Jul 7, 2026 |
|---|
| OOD Detection | 561 | 168 | Jul 9, 2026 |
|---|
| Segmentation | 551 | 244 | Jul 9, 2026 |
|---|
| Information Retrieval | 538 | 275 | Jul 8, 2026 |
|---|
| Machine Unlearning | 518 | 144 | Jul 9, 2026 |
|---|
| Multi-hop Question Answering | 507 | 373 | Jul 9, 2026 |
|---|
| 3D Reconstruction | 507 | 259 | Jul 9, 2026 |
|---|
| Continuous Control | 504 | 126 | Jul 7, 2026 |
|---|
| Image Denoising | 476 | 201 | Jul 7, 2026 |
|---|
| Instance Segmentation | 468 | 726 | Jul 7, 2026 |
|---|
| Summarization | 466 | 318 | Jul 7, 2026 |
|---|
| Time-series classification | 466 | 111 | Jul 7, 2026 |
|---|
| Depth Estimation | 462 | 400 | Jul 8, 2026 |
|---|
| Instruction Following | 462 | 591 | Jul 9, 2026 |
|---|