| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| OD last 20% of data stream | SLeDGe | Average Accuracy87.25 | 10 | 1mo ago | |
| HAR (last 20% of data stream) | SLeDGe | Average Accuracy89.18 | 10 | 1mo ago | |
| SDD last 20% of data stream | SLeDGe-L | Average Accuracy99.81 | 10 | 1mo ago | |
| GSAD last 20% of data stream | SLeDGe | Average Accuracy64.34 | 10 | 1mo ago | |
| Shuttle (last 20% of data stream) | Average Accuracy98.68 | 10 | 1mo ago | ||
| F.MNIST last 20% of data stream | SLeDGe | Average Accuracy74.85 | 10 | 1mo ago | |
| KMNIST last 20% of data stream | Average Accuracy75.26 | 10 | 1mo ago | ||
| CIFAR-10 last 20% of data stream | SLeDGe | Average Accuracy25.95 | 10 | 1mo ago | |
| MNIST last 20% of data stream | SLeDGe | Average Accuracy91.77 | 10 | 1mo ago | |
| WebKB last 20% of data stream | SLeDGe-L | Average Accuracy99.6 | 10 | 1mo ago | |
| Shopper last 20% of data stream | Average Accuracy (Stream)79.97 | 10 | 1mo ago | ||
| MNDS last 20% of data stream | SLeDGe-L | Average Accuracy39.97 | 10 | 1mo ago | |
| NEweather | Error Rate20.84 | 10 | 5mo ago | ||
| interRBF20D | Error (%)2.39 | 10 | 5mo ago | ||
| interchangingRBF | Enhash | Error Rate (%)2.72 | 10 | 5mo ago | |
| movingSquares | Enhash | Error Rate (%)13.29 | 10 | 5mo ago | |
| mixedDrift | Enhash | Error Rate12.88 | 10 | 5mo ago | |
| rotatingHyperplane | Error Rate (%)0.1011 | 10 | 5mo ago | ||
| transientChessboard | Error Rate2.75 | 10 | 5mo ago | ||
| outdoorStream | Enhash | Error Rate0.0875 | 9 | 5mo ago | |
| AGR A | CURE | Prequential Accuracy90.93 | 7 | 1mo ago | |
| NOMAO | CURE | Prequential Accuracy97.87 | 7 | 1mo ago | |
| POKER | CURE | Prequential Accuracy99.6 | 7 | 1mo ago | |
| POSTURE-No8 | CURE | Prequential Accuracy62.1 | 7 | 1mo ago | |
| RIALTO | CURE | Prequential Accuracy92.04 | 7 | 1mo ago |
