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 |
|---|---|---|---|---|
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Image Warping | 2 | 1 | Feb 22, 2026 | |
| Human Part Parsing | 2 | 11 | Feb 19, 2026 | |
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 | |
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 | |
| Image Recoloring | 2 | 1 | Feb 22, 2026 | |
| Scene-to-Image Generation | 2 | 2 | Feb 18, 2026 | |
| Infrared Image Enhancement |
| 2 |
| 1 |
| Feb 18, 2026 |
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 |
|---|
| Joint enhancement | 2 | 1 | Feb 18, 2026 |
|---|
| Left Atrial MRI Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Low-contrast enhancement | 2 | 1 | Feb 18, 2026 |
|---|
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 |
|---|
| Multi-view pose regression | 2 | 4 | Feb 27, 2026 |
|---|
| Biometric Anti-spoofing | 2 | 2 | Apr 13, 2026 |
|---|
| OCR-related Comprehensive Tasks | 2 | 2 | Feb 25, 2026 |
|---|
| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
|---|
| Image-to-Image | 2 | 1 | Feb 22, 2026 |
|---|
| Shadow Synthesis | 2 | 2 | Apr 20, 2026 |
|---|
| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
|---|
| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| Language Grounding | 2 | 2 | Mar 10, 2026 |
|---|
| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
|---|