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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 |
|---|---|---|---|---|
| Building object subtype classification | 1 | 1 | Feb 22, 2026 | |
| Relationship-controlled Image Generation | 1 | 1 | Feb 18, 2026 | |
| Spiking Image Classification | 1 | 1 | Feb 22, 2026 | |
| Multi-Label Recognition with Partial Labels | 1 | 1 | Feb 18, 2026 | |
| Liver Tumor Diagnosis | 1 | 1 | Feb 18, 2026 | |
| 2D-to-3D Reconstruction | 1 | 2 | Feb 18, 2026 | |
| Natural Image Super-resolution | 1 | 1 | Feb 18, 2026 | |
| Nuclei Panoptic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Object Detection Attack |
| 1 |
| 1 |
| Feb 18, 2026 |
| Multi-category object detection | 1 | 1 | Feb 18, 2026 |
|---|
| Dominant parallel line detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Incremental Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-image Understanding and Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Domain Adaptation for Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Binary Nuclei Detection | 1 | 2 | Jun 30, 2026 |
|---|
| Single Image Super-Resolution (x4) | 1 | 1 | Feb 18, 2026 |
|---|
| Grasp Pose Generation | 1 | 1 | Feb 18, 2026 |
|---|
| JPEG Restoration (q=10) | 1 | 1 | Feb 18, 2026 |
|---|
| AWGN Denoising (sigma=50) | 1 | 1 | Feb 18, 2026 |
|---|
| Affordance Parsing | 1 | 1 | Feb 18, 2026 |
|---|
| Joint Super-Resolution (x4) and JPEG Restoration (q=10) | 1 | 1 | Feb 18, 2026 |
|---|
| Melanoma Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Parsing | 1 | 1 | Feb 18, 2026 |
|---|
| Joint Super-Resolution (x4) and AWGN Denoising (sigma=50) | 1 | 1 | Feb 18, 2026 |
|---|
| Object Co-localization | 1 | 1 | Feb 18, 2026 |
|---|