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Models/MARS

MARS

Reported on 12 benchmarks across 1 task · 1 paper · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision12 results

  • Text based Person RetrievalonCUHK-PEDES
    R@1· 2024-07-05
    77.62
    SOTA
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonCUHK-PEDES
    R@10· 2024-07-05
    94.27
    SOTA
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonCUHK-PEDES
    R@5· 2024-07-05
    90.63
    SOTA
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonCUHK-PEDES
    mAP· 2024-07-05
    71.41
    SOTA
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonICFG-PEDES
    mAP· 2024-07-05
    44.93
    SOTA
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonRSTPReid
    R@1· 2024-07-05
    67.55
    SOTA
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonRSTPReid
    mAP· 2024-07-05
    52.92
    SOTA
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonICFG-PEDES
    R@1· 2024-07-05
    67.6
    best: 68.51 (APTM)
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonICFG-PEDES
    R@10· 2024-07-05
    85.79
    best: 87.53 (Filtering-WoRA(Small))
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonICFG-PEDES
    R@5· 2024-07-05
    81.47
    best: 83.1 (Filtering-WoRA(Small))
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonRSTPReid
    R@10· 2024-07-05
    91.35
    best: 91.45 (APTM)
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287
  • Text based Person RetrievalonRSTPReid
    R@5· 2024-07-05
    86.65
    best: 88.2 (IRRA)
    MARS: Paying more attention to visual attributes for text-based person searcharXiv:2407.04287