PCL-Former, a three-tier transformer pipeline for temporal action localization, reports top average mAP on three benchmarks, but its evaluation protocol and reported margins are internally inconsistent.
Quo vadis, action recognition? a new model and the kinetics dataset
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Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization
PCL-Former, a three-tier transformer pipeline for temporal action localization, reports top average mAP on three benchmarks, but its evaluation protocol and reported margins are internally inconsistent.