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 |
|---|---|---|---|---|
| Interactive Video Generation | 13 | 10 | Jun 17, 2026 | |
| Fine-grained Visual Perception | 13 | 13 | Jul 7, 2026 | |
| High-value data removal | 13 | 3 | May 12, 2026 | |
| Runtime analysis | 13 | 7 | Jun 2, 2026 | |
| LF Mislabeling Identification | 13 | 2 | Feb 18, 2026 | |
| End model evaluation | 13 | 1 | Feb 18, 2026 | |
| Driver Action Recognition | 13 | 4 | Apr 8, 2026 | |
| Lossy Compression | 13 | 3 | Mar 20, 2026 | |
| Visual Recognition | 13 | 5 | Jun 30, 2026 | |
| Image-to-Audio Retrieval |
|---|
| 13 |
| 7 |
| May 19, 2026 |
| 5-way Few-shot Image Classification | 13 | 24 | Jun 24, 2026 |
|---|
| Road Segmentation | 13 | 16 | Jun 1, 2026 |
|---|
| Multi-Object Tracking and Segmentation | 13 | 20 | Jun 4, 2026 |
|---|
| Generative Code Completion | 13 | 1 | Mar 13, 2026 |
|---|
| Sign Language Production | 13 | 8 | Jun 23, 2026 |
|---|
| Model Ranking Prediction | 13 | 2 | May 19, 2026 |
|---|
| Multi-robot Localization | 13 | 2 | Jun 11, 2026 |
|---|
| Subject-driven Text-to-Image Generation | 13 | 12 | Jun 4, 2026 |
|---|
| Zero-shot Question Answering | 13 | 12 | Jun 15, 2026 |
|---|
| LiDAR Place Recognition | 13 | 6 | Jun 12, 2026 |
|---|
| Dynamic node classification | 13 | 7 | Jun 4, 2026 |
|---|
| Entity Linkage | 13 | 3 | Jun 30, 2026 |
|---|
| Parameter Calibration | 13 | 1 | Feb 21, 2026 |
|---|
| Mixed Integer Linear Programming (MILP) solving | 13 | 2 | May 22, 2026 |
|---|
| End-to-end Driving | 13 | 11 | Jun 17, 2026 |
|---|