TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/SkySense-O

SkySense-O

Reported on 12 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Natural Language Processing6 results

  • Visual Question Answering (VQA)onSIRI-WHU
    Acc. (test)· 2023-12-15
    74.79
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Visual Question Answering (VQA)onRSVQA-HR
    zero-shot Acc· 2023-12-15
    78.09
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Visual Question Answering (VQA)onAID-VQA
    Acc. (test)· 2023-12-15
    94.1
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Visual Question AnsweringonSIRI-WHU
    Acc. (test)· 2023-12-15
    74.79
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Visual Question AnsweringonRSVQA-HR
    zero-shot Acc· 2023-12-15
    78.09
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Visual Question AnsweringonAID-VQA
    Acc. (test)· 2023-12-15
    94.1
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115

Computer Vision6 results

  • Image ClassificationonRESISC45
    zero-shot Acc· 2023-12-15
    83.28
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Open Vocabulary Semantic SegmentationonSIOR
    mIoU· 2023-12-15
    30.89
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Open Vocabulary Semantic SegmentationonSOTA
    mIoU· 2023-12-15
    32.12
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Open Vocabulary Semantic SegmentationonFAST
    mIoU· 2023-12-15
    8.3
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Open Vocabulary Semantic SegmentationonISPRS Potsdam
    mIoU· 2023-12-15
    54.1
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115
  • Open Vocabulary Semantic SegmentationoniSAID
    mIoU-· 2023-12-15
    43.9
    SOTA
    SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation ImageryarXiv:2312.10115