Video Retrieval
The objective of video retrieval is as follows: given a text query and a pool of candidate videos, select the video which corresponds to the text query. Typically, the videos are returned as a ranked list of candidates and scored via document retrieval metrics.
Papers
Showing 1–10 of 486 papers
All datasetsMSR-VTT-1kADiDeMoMSR-VTTLSMDCActivityNetMSVDYouCook2FIVR-200KVATEXQuerYDSSv2-label retrievalSSv2-template retrieval
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GRAM | text-to-video R@1 | 87.7 | — | Unverified |
| 2 | GRAM | text-to-video R@1 | 83.9 | — | Unverified |
| 3 | VAST | text-to-video R@1 | 83 | — | Unverified |
| 4 | VALOR | text-to-video R@1 | 78.5 | — | Unverified |
| 5 | InternVideo2-6B | text-to-video R@1 | 75.5 | — | Unverified |
| 6 | Unmasked Teacher | text-to-video R@1 | 72 | — | Unverified |
| 7 | InternVideo2-6B | text-to-video R@1 | 71.5 | — | Unverified |
| 8 | InternVideo | text-to-video R@1 | 71.1 | — | Unverified |
| 9 | Side4Video | text-to-video R@1 | 68.8 | — | Unverified |
| 10 | Cap4Video | text-to-video R@1 | 66.6 | — | Unverified |