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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 |
|---|---|---|---|---|
| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 | |
| Visual Machine Reading Comprehension | 4 | 4 | Mar 4, 2026 | |
| Image-based shape retrieval | 4 | 2 | Mar 10, 2026 | |
| Part Detection | 4 | 1 | Feb 18, 2026 | |
| Cross-domain prompts generalization | 4 | 1 | Feb 18, 2026 | |
| Unsupervised Activity Segmentation | 4 | 2 | Feb 18, 2026 | |
| image sentiment analysis | 4 | 1 | Mar 4, 2026 | |
| Encoder Board Reconstruction |
| 4 |
| 1 |
| Mar 4, 2026 |
| Object Interaction | 4 | 2 | Jun 29, 2026 |
|---|
| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Atomic Action Recognition | 4 | 4 | Apr 1, 2026 |
|---|
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
|---|
| Controlled Trace Generation | 4 | 1 | Feb 18, 2026 |
|---|
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
|---|
| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
|---|
| CNS tumor classification | 4 | 3 | Jul 3, 2026 |
|---|
| Text-image alignment | 4 | 4 | May 8, 2026 |
|---|
| Early Action Prediction | 4 | 2 | Apr 21, 2026 |
|---|
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
|---|
| JPEG artifact removal | 4 | 4 | Mar 16, 2026 |
|---|
| Face Retouching | 4 | 1 | Mar 4, 2026 |
|---|
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| Asymmetric classification | 4 | 1 | Feb 18, 2026 |
|---|