OmniBenchmark

Benchmarks

Task Name	Dataset Name	SOTA Result
Class-Incremental Learning	OmniBenchmark B0 Inc30	Last Accuracy85.44	28
Class Incremental Learning	OmniBenchmark	Avg Accuracy79.9	17
Image Classification	OmniBenchmark Task 4, 40-20	Accuracy R72.75	16
Image Classification	OmniBenchmark Task 3, 60-20	Accuracy (r)67.62	16
Image Classification	OmniBenchmark Task 2 80-20	Accuracy (r)66.23	16
Image Classification	OmniBenchmark Task 1, 100-20	Accuracy (r)63.93	16
Class-Incremental Learning	OmniBenchmark CIL, T=10 (test)	Avg Acc79.9	11
Class Incremental Learning	OmniBenchmark (OB) 10 Tasks	AN (Avg Novelty/Accuracy)87.33	9
Class Incremental Learning	OmniBenchmark Inc-10 B-0 (test)	Average F-Score8.69	7
Class Incremental Learning	OmniBenchmark Inc-5 B-0 (test)	Favg9.29	7
Class-Incremental Learning	OmniBenchmark 10 steps (incremental)	Average Accuracy83.29	7
Class Incremental Learning	OmniBenchmark B-0	Last Accuracy (Alast)82.27	4

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