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Models/ChangeMamba

ChangeMamba

Reported on 22 benchmarks across 2 tasks · 2 papers · 20 SOTA

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

Computer Vision21 results

  • Change DetectiononSYSU-CD
    F1· 2024-04-04
    83.11
    best: 84.58 (SChanger-small)
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSYSU-CD
    IoU· 2024-04-04
    71.1
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSYSU-CD
    KC· 2024-04-04
    78.13
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSYSU-CD
    OA· 2024-04-04
    92.3
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSYSU-CD
    Recall· 2024-04-04
    80.31
    best: 87.25 (CDMaskFormer)
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononLEVIR+
    F1· 2024-04-04
    88.39
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononLEVIR+
    IoU· 2024-04-04
    79.2
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononLEVIR+
    KC· 2024-04-04
    87.91
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononLEVIR+
    OA· 2024-04-04
    99.06
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononLEVIR+
    Prcision· 2024-04-04
    89.24
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononLEVIR+
    Recall· 2024-04-04
    87.57
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSECOND
    SeK· 2024-04-04
    24.11
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSECOND
    mIoU· 2024-04-04
    73.68
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononWHU-CD
    F1· 2024-04-04
    94.19
    best: 95.24 (CLAFA-LWGANet L2)
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononWHU-CD
    IoU· 2024-04-04
    89.02
    best: 90.92 (CLAFA-LWGANet L2)
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononWHU-CD
    KC· 2024-04-04
    93.98
    best: 94.14 (C2FNet)
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononWHU-CD
    Overall Accuracy· 2024-04-04
    99.58
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononWHU-CD
    Precision· 2024-04-04
    96.18
    best: 96.57 (C2FNet)
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononWHU-CD
    Recall· 2024-04-04
    92.23
    best: 93.6 (BiFA)
    SOTA
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSYSU-CD
    Precision· 2024-04-04
    86.11
    best: 87.07 (MaskCD)
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425
  • Change DetectiononSECOND
    Fscd· 2024-04-04
    64.03
    best: 64.09 (SCanNet)
    ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space ModelarXiv:2404.03425

Audio1 result

  • 2D Semantic SegmentationonBRIGHT
    mIOU· 2025-01-10
    67.63
    SOTA
    BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster responsearXiv:2501.06019