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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 |
|---|---|---|---|---|
| Lung Tissue Classification | 1 | 1 | Feb 18, 2026 | |
| Video Fill-in-the-Blank | 1 | 1 | Feb 18, 2026 | |
| rPPG-based Heart Rate Estimation | 1 | 1 | Feb 20, 2026 | |
| Time series pixel classification | 1 | 1 | Feb 20, 2026 | |
| Part Prediction | 1 | 1 | Feb 18, 2026 | |
| Remote Sensing Vision-Language Perception and Reasoning | 1 | 1 | Feb 20, 2026 | |
| Distortion Recognition | 1 | 1 | Feb 20, 2026 | |
| Lymphoma Tissue Classification | 1 | 1 | Feb 18, 2026 | |
| Period Dating |
| 1 |
| 1 |
| Feb 18, 2026 |
| Flood damage classification | 1 | 1 | Feb 20, 2026 |
|---|
| Binary classification (Buffalo) | 1 | 1 | May 11, 2026 |
|---|
| Object and Attribute Inference | 1 | 1 | Feb 20, 2026 |
|---|
| Meningioma Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Super-Resolution (x4 scale, BI degradation) | 1 | 1 | Feb 20, 2026 |
|---|
| Super-Resolution (x4 scale, BD degradation) | 1 | 1 | Feb 20, 2026 |
|---|
| Head & Neck Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Super-Resolution (x8 scale, BI degradation) | 1 | 1 | Feb 20, 2026 |
|---|
| Super-Resolution (x8 scale, BD degradation) | 1 | 1 | Feb 20, 2026 |
|---|
| Video Human Alignment | 1 | 1 | Feb 20, 2026 |
|---|
| Label Marginal Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Video Psychological Appealing | 1 | 1 | Feb 20, 2026 |
|---|
| Cycle-consistency Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Ovary Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Extreme Low-light Denoising | 1 | 1 | Feb 18, 2026 |
|---|
| Grounded Diagnosis | 1 | 1 | Feb 20, 2026 |
|---|