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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 |
|---|---|---|---|---|
| Spectral Unmixing | 21 | 2 | Mar 26, 2026 | |
| Monocular dynamic scene reconstruction | 21 | 6 | Jun 30, 2026 | |
| Goal Conditioned Visual Navigation | 21 | 6 | Jun 12, 2026 | |
| Object Manipulation | 21 | 13 | Jul 8, 2026 | |
| Real-world Image Super-Resolution | 21 | 15 | Jun 16, 2026 | |
| Building Change Detection | 21 | 13 | Jun 30, 2026 | |
| Structured video reasoning | 21 | 1 | Jun 15, 2026 | |
| 3D Affordance Grounding | 21 | 8 | Jul 7, 2026 | |
| Multi-person Pose Estimation |
| 21 |
| 50 |
| Mar 11, 2026 |
| Chest X-ray classification | 21 | 24 | Apr 28, 2026 |
|---|
| Desnowing | 21 | 22 | Jun 23, 2026 |
|---|
| Grayscale Image Denoising | 21 | 16 | Mar 30, 2026 |
|---|
| Reference-based Super-Resolution | 21 | 7 | Jun 30, 2026 |
|---|
| 5-way 5-shot Classification | 21 | 21 | May 29, 2026 |
|---|
| Long Video Question Answering | 21 | 20 | Jul 8, 2026 |
|---|
| Species Classification | 21 | 13 | Jun 16, 2026 |
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| Watermark Robustness | 21 | 13 | Jul 7, 2026 |
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| HOI Detection | 21 | 13 | Jul 7, 2026 |
|---|
| Gaussian deblur | 20 | 18 | Jun 30, 2026 |
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| Face Reconstruction | 20 | 17 | Jun 23, 2026 |
|---|
| Compositional Zero-Shot Learning | 20 | 12 | Jul 8, 2026 |
|---|
| Abnormal Event Detection | 20 | 39 | May 12, 2026 |
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| Camera Calibration | 20 | 10 | Jul 7, 2026 |
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| Object Hallucination | 20 | 60 | Jul 7, 2026 |
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| Full Reference Image Quality Assessment | 20 | 11 | Apr 23, 2026 |
|---|