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Event-based Classification research benchmarks · SOTA2 Research

Event-based Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.7Top-1 Accuracy

10

Jun 24, 2026

N-Caltech101 (test)

0.7GFLOPs

9

Feb 26, 2026

9.3Latency (CPU, ms)

8

Feb 26, 2026

DVS128-Gait Day

99.7Accuracy

6

Jun 24, 2026

DVS Gesture (test)

80.87Surrogate Forward Accuracy

5

Apr 14, 2026

Popular datasets

DVS-Gesture N-CARS Caltech101 ASL-DVS DVS128-Gait

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