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Models/IRRA

IRRA

Reported on 23 benchmarks across 2 tasks · 1 paper · 22 SOTA

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

Computer Vision23 results

  • Text based Person RetrievalonICFG-PEDES
    R@1· uses extra data· 2023-03-22
    63.46
    best: 68.51 (APTM)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text based Person RetrievalonICFG-PEDES
    R@10· uses extra data· 2023-03-22
    85.82
    best: 87.53 (Filtering-WoRA(Small))
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text based Person RetrievalonICFG-PEDES
    R@5· uses extra data· 2023-03-22
    80.25
    best: 83.1 (Filtering-WoRA(Small))
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text based Person RetrievalonICFG-PEDES
    mAP· uses extra data· 2023-03-22
    38.06
    best: 44.93 (MARS)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text based Person RetrievalonICFG-PEDES
    mINP· uses extra data· 2023-03-22
    7.93
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text based Person RetrievalonRSTPReid
    R@1· uses extra data· 2023-03-22
    60.2
    best: 67.55 (MARS)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text based Person RetrievalonRSTPReid
    R@10· uses extra data· 2023-03-22
    81.3
    best: 91.45 (APTM)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text based Person RetrievalonRSTPReid
    R@5· uses extra data· 2023-03-22
    88.2
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonICFG-PEDES
    Rank 1· uses extra data· 2023-03-22
    60.76
    best: 66.54 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonICFG-PEDES
    Rank-10· uses extra data· 2023-03-22
    84.01
    best: 86.7 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonICFG-PEDES
    Rank-5· uses extra data· 2023-03-22
    78.26
    best: 81.7 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonICFG-PEDES
    mAP· uses extra data· 2023-03-22
    35.87
    best: 39.08 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonRSTPReid
    Rank 1· uses extra data· 2023-03-22
    58.75
    best: 64.45 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonRSTPReid
    Rank 10· uses extra data· 2023-03-22
    88.25
    best: 90 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonRSTPReid
    Rank 5· uses extra data· 2023-03-22
    81.9
    best: 83.5 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonRSTPReid
    mAP· uses extra data· 2023-03-22
    46.38
    best: 49.78 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonRSTPReid
    mINP· uses extra data· 2023-03-22
    24.78
    best: 27.43 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonCUHK-PEDES
    Rank 10· uses extra data· 2023-03-22
    92.2
    best: 93.63 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonCUHK-PEDES
    Rank-1· uses extra data· 2023-03-22
    69.74
    best: 74.46 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonCUHK-PEDES
    Rank-5· uses extra data· 2023-03-22
    87.09
    best: 89.42 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonCUHK-PEDES
    mAP· uses extra data· 2023-03-22
    62.28
    best: 66.13 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonCUHK-PEDES
    mINP· uses extra data· 2023-03-22
    45.84
    best: 49.66 (RDE)
    SOTA
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501
  • Text-based Person Retrieval with Noisy CorrespondenceonICFG-PEDES
    mINP· uses extra data· 2023-03-22
    6.8
    best: 8.77 (IVT)
    Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalarXiv:2303.12501