Online Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
949.1Regret
11
Feb 26, 2026
854.5Regret
11
Feb 26, 2026
86.3Cumulative Online Accuracy
10
Feb 26, 2026
0.942Cumulative Online Accuracy
10
Feb 26, 2026
0.046Average Wall-Clock Time (s)
8
Feb 26, 2026
0.252Latency (s)
8
Feb 26, 2026
0.16Average Wall-Clock Time (s)
8
Feb 26, 2026
0.123Average wall-clock time (s)
8
Feb 26, 2026
0.056Average Wall-Clock Time (s)
8
Feb 26, 2026
0.009Avg Wall-Clock Time (s)
8
Feb 26, 2026
0.018Average Wall-Clock Time (s)
8
Feb 26, 2026
0.01Average wall-clock time (s)
8
Feb 26, 2026
0.006Average Wall-Clock Time (s)
8
Feb 26, 2026
0.048Avg Wall-Clock Time (s)
8
Feb 26, 2026
0.022Avg Wall-Clock Time (s)
8
Feb 26, 2026
0.002Average Wall-Clock Time (s)
8
Feb 26, 2026
4.04Average Error Rate
6
Feb 26, 2026
5.75Average Error
6
Feb 26, 2026
4.27Average Error (%)
6
Feb 26, 2026
4.7Average Error
6
Feb 26, 2026
1Convergence Rate Bound
1
May 14, 2026
3M_T
1
Mar 5, 2026
3Regret Bound M_T
1
Mar 5, 2026
1M_T
1
Mar 5, 2026