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Models/LAHA

LAHA

Reported on 75 benchmarks across 3 tasks · 1 paper · 75 SOTA

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

Methodology50 results

  • Multi-Label Text ClassificationonAAPD
    P@1· 2019-05-24
    84.48
    best: 85.28 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAAPD
    P@3· 2019-05-24
    60.72
    best: 61.12 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAAPD
    P@5· 2019-05-24
    41.19
    best: 41.84 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAAPD
    nDCG@3· 2019-05-24
    80.11
    best: 80.84 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAAPD
    nDCG@5· 2019-05-24
    83.7
    best: 84.78 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonWiki-30K
    P@1· 2019-05-24
    84.18
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonWiki-30K
    P@3· 2019-05-24
    73.14
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonWiki-30K
    P@5· 2019-05-24
    62.87
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonWiki-30K
    nDCG@3· 2019-05-24
    75.64
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonWiki-30K
    nDCG@5· 2019-05-24
    67.82
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonKan-Shan Cup
    P@1· 2019-05-24
    54.38
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonKan-Shan Cup
    P@3· 2019-05-24
    34.6
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonKan-Shan Cup
    P@5· 2019-05-24
    25.88
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonKan-Shan Cup
    nDCG@3· 2019-05-24
    51.7
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonKan-Shan Cup
    nDCG@5· 2019-05-24
    54.65
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonEUR-Lex
    P@1· 2019-05-24
    74.95
    best: 80.2 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonEUR-Lex
    P@3· 2019-05-24
    61.48
    best: 65.48 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonEUR-Lex
    P@5· 2019-05-24
    50.71
    best: 68.7 (bert-base)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonEUR-Lex
    nDCG@3· 2019-05-24
    64.89
    best: 71.11 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonEUR-Lex
    nDCG@5· 2019-05-24
    59.28
    best: 82.3 (bert-base)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAmazon-12K
    P@1· 2019-05-24
    94.87
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAmazon-12K
    P@3· 2019-05-24
    79.16
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAmazon-12K
    P@5· 2019-05-24
    63.16
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAmazon-12K
    nDCG@3· 2019-05-24
    89.13
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Multi-Label Text ClassificationonAmazon-12K
    nDCG@5· 2019-05-24
    87.57
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAAPD
    P@1· 2019-05-24
    84.48
    best: 85.28 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAAPD
    P@3· 2019-05-24
    60.72
    best: 61.12 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAAPD
    P@5· 2019-05-24
    41.19
    best: 41.84 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAAPD
    nDCG@3· 2019-05-24
    80.11
    best: 80.84 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAAPD
    nDCG@5· 2019-05-24
    83.7
    best: 84.78 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonWiki-30K
    P@1· 2019-05-24
    84.18
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonWiki-30K
    P@3· 2019-05-24
    73.14
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonWiki-30K
    P@5· 2019-05-24
    62.87
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonWiki-30K
    nDCG@3· 2019-05-24
    75.64
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonWiki-30K
    nDCG@5· 2019-05-24
    67.82
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonKan-Shan Cup
    P@1· 2019-05-24
    54.38
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonKan-Shan Cup
    P@3· 2019-05-24
    34.6
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonKan-Shan Cup
    P@5· 2019-05-24
    25.88
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonKan-Shan Cup
    nDCG@3· 2019-05-24
    51.7
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonKan-Shan Cup
    nDCG@5· 2019-05-24
    54.65
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonEUR-Lex
    P@1· 2019-05-24
    74.95
    best: 80.2 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonEUR-Lex
    P@3· 2019-05-24
    61.48
    best: 65.48 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonEUR-Lex
    P@5· 2019-05-24
    50.71
    best: 68.7 (bert-base)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonEUR-Lex
    nDCG@3· 2019-05-24
    64.89
    best: 71.11 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonEUR-Lex
    nDCG@5· 2019-05-24
    59.28
    best: 82.3 (bert-base)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAmazon-12K
    P@1· 2019-05-24
    94.87
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAmazon-12K
    P@3· 2019-05-24
    79.16
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAmazon-12K
    P@5· 2019-05-24
    63.16
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAmazon-12K
    nDCG@3· 2019-05-24
    89.13
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • ClassificationonAmazon-12K
    nDCG@5· 2019-05-24
    87.57
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070

Natural Language Processing25 results

  • Text ClassificationonAAPD
    P@1· 2019-05-24
    84.48
    best: 85.28 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAAPD
    P@3· 2019-05-24
    60.72
    best: 61.12 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAAPD
    P@5· 2019-05-24
    41.19
    best: 41.84 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAAPD
    nDCG@3· 2019-05-24
    80.11
    best: 80.84 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAAPD
    nDCG@5· 2019-05-24
    83.7
    best: 84.78 (LSAN)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonWiki-30K
    P@1· 2019-05-24
    84.18
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonWiki-30K
    P@3· 2019-05-24
    73.14
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonWiki-30K
    P@5· 2019-05-24
    62.87
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonWiki-30K
    nDCG@3· 2019-05-24
    75.64
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonWiki-30K
    nDCG@5· 2019-05-24
    67.82
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonKan-Shan Cup
    P@1· 2019-05-24
    54.38
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonKan-Shan Cup
    P@3· 2019-05-24
    34.6
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonKan-Shan Cup
    P@5· 2019-05-24
    25.88
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonKan-Shan Cup
    nDCG@3· 2019-05-24
    51.7
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonKan-Shan Cup
    nDCG@5· 2019-05-24
    54.65
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonEUR-Lex
    P@1· 2019-05-24
    74.95
    best: 80.2 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonEUR-Lex
    P@3· 2019-05-24
    61.48
    best: 65.48 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonEUR-Lex
    P@5· 2019-05-24
    50.71
    best: 68.7 (bert-base)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonEUR-Lex
    nDCG@3· 2019-05-24
    64.89
    best: 71.11 (NLP-Cap)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonEUR-Lex
    nDCG@5· 2019-05-24
    59.28
    best: 82.3 (bert-base)
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAmazon-12K
    P@1· 2019-05-24
    94.87
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAmazon-12K
    P@3· 2019-05-24
    79.16
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAmazon-12K
    P@5· 2019-05-24
    63.16
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAmazon-12K
    nDCG@3· 2019-05-24
    89.13
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070
  • Text ClassificationonAmazon-12K
    nDCG@5· 2019-05-24
    87.57
    SOTA
    Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationarXiv:1905.10070