RSTPReid
Real Scenario Text-based Person Re-identification
ImagesTextsMITIntroduced 2021-09-12
RSTPReid contains 20505 images of 4,101 persons from 15 cameras. Each person has 5 corresponding images taken by different cameras with complex both indoor and outdoor scene transformations and backgrounds in various periods of time, which makes RSTPReid much more challenging and more adaptable to real scenarios. Each image is annotated with 2 textual descriptions. For data division, 3701 (index < 18505), 200 (18505 <= index < 19505) and 200 (index >= 19505) identities are utilized for training, validation and testing, respectively (Marked by item 'split' in the JSON file). Each sentence is no shorter than 23 words.
Benchmarks
Text based Person Retrieval/R@1Text based Person Retrieval/R@5Text based Person Retrieval/R@10Text based Person Retrieval/mAPText based Person Retrieval/Rank-1Text based Person Retrieval/Rank-10Text based Person Retrieval/Rank-5Text based Person Retrieval/mINPText-based Person Retrieval with Noisy Correspondence/Rank 1Text-based Person Retrieval with Noisy Correspondence/Rank 10Text-based Person Retrieval with Noisy Correspondence/Rank 5Text-based Person Retrieval with Noisy Correspondence/mAPText-based Person Retrieval with Noisy Correspondence/mINP