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 |
|---|---|---|---|---|
| Document Simplification | 4 | 2 | Feb 18, 2026 | |
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| Segmentation Quality Assessment | 4 | 1 | Mar 31, 2026 | |
| Avatar Reconstruction | 4 | 4 | Jun 29, 2026 | |
| Architecture Performance Prediction | 4 | 3 | May 12, 2026 | |
| Second-level Implicit Discourse Relation Recognition | 4 | 1 | Feb 18, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Image Anomaly Detection | 4 |
| 5 |
| May 27, 2026 |
| Noisy image super-resolution | 4 | 2 | Feb 20, 2026 |
|---|
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 |
|---|
| Binding Affinity | 4 | 1 | Mar 31, 2026 |
|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
|---|
| MUI element detection | 4 | 1 | Feb 27, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Implicit Representation | 4 | 1 | Feb 21, 2026 |
|---|
| Machine Translation Quality Estimation | 4 | 2 | Apr 24, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| RUL Forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
|---|
| Indoor Relocalization | 4 | 1 | Feb 18, 2026 |
|---|
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| Prompt Harmfulness Classification | 4 | 7 | Jul 8, 2026 |
|---|
| Visual Geolocation | 4 | 3 | Jul 3, 2026 |
|---|
| Transparent Object Detection | 4 | 4 | May 18, 2026 |
|---|