TempRet enhances a CLIP dual-encoder with temporal modeling and two-stage reranking to report 67.97% mAP and 82.92% nDCG on the EK-100 MIR benchmark.
Multi-modal transformer for video retrieval
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TempRet: Temporal Enhancement and Two-Stage Reranking for CVPR 2026 EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge
TempRet enhances a CLIP dual-encoder with temporal modeling and two-stage reranking to report 67.97% mAP and 82.92% nDCG on the EK-100 MIR benchmark.