Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1410 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Offline Model-based Optimization | Superconductor Design-Bench | 22 | Mar 5, 2026 | ||
| Video Inpainting | DAVIS | 22 | Feb 26, 2026 | ||
| Video Action Classification | HMDB51 | 22 | Feb 26, 2026 | ||
| Cause Span Extraction | RECCON-IEMO (Fold 3) | 22 | Feb 27, 2026 | ||
| Cause Span Extraction | RECCON-IEMO (Fold 2) | 22 | Feb 27, 2026 | ||
| Cause Span Extraction | RECCON-DD (Fold 3) | 22 | Feb 27, 2026 | ||
| Cause Span Extraction | RECCON-DD (Fold 2) | 22 | Feb 27, 2026 | ||
| Percussion stroke and tonic classification | Mridangam | 22 | Feb 26, 2026 | ||
| Music genre and Speech vs Music classification | GTZAN | 22 | Feb 26, 2026 | ||
| Beijing Opera percussion classification | Beijing Opera | 22 | Feb 26, 2026 | ||
| Aspect-level sentiment analysis | Rest16 | 22 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR100-LT Uniform distribution IR100 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K 64x64 | 22 | Feb 27, 2026 | ||
| Backdoor Defense | GTSRB BadNets (test) | 22 | Feb 26, 2026 | ||
| Action Recognition | Kinetics 400 (test val) | 22 | Feb 26, 2026 | ||
| Arithmetic Reasoning | AddSub (test) | 22 | Jun 26, 2026 | ||
| Spatial-temporal Time Series Forecasting | PEMS08 | 22 | Mar 6, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100 In-distribution vs Smooth (OOD) | 22 | Feb 27, 2026 | ||
| Image Classification | CLEVR | 22 | Apr 3, 2026 | ||
| Image Classification | CIFAR-10 (test) | 22 | Feb 26, 2026 | ||
| Video Panoptic Segmentation | KITTI-STEP (val) | 22 | Feb 26, 2026 | ||
| Paraphrase Identification | PAWS -> PAWS (test) | 22 | Feb 26, 2026 | ||
| Speech Command Recognition | RAW Speech Commands (SC) Full 35 Labels (val) | 22 | Feb 26, 2026 | ||
| Transferability Estimation | Checkpoints (ResNet-101) evaluated on downstream tasks (Caltech101, Flower102, Patch-Camelyon, Sun397) Group IV | 22 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 22 | Feb 26, 2026 |