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Models/AdaBoost

AdaBoost

Reported on 36 benchmarks across 3 tasks · 1 paper

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

Natural Language Processing24 results

Text ClassificationonRAFT
Over· 2021-09-28
0.838
best: 0.95 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
ADE· 2021-09-28
0.543
best: 0.83 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
Avg· 2021-09-28
0.514
best: 0.758 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
B77· 2021-09-28
0.023
best: 0.695 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
NIS· 2021-09-28
0.626
best: 0.857 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
OSE· 2021-09-28
0.475
best: 0.676 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
SOT· 2021-09-28
0.455
best: 0.915 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
SRI· 2021-09-28
0.506
best: 0.516 (GPT-3)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
TAI· 2021-09-28
0.556
best: 0.736 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
TC· 2021-09-28
0.625
best: 0.897 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
TEH· 2021-09-28
0.443
best: 0.722 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Text ClassificationonRAFT
ToS· 2021-09-28
0.56
best: 0.75 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
Over· 2021-09-28
0.838
best: 0.95 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
ADE· 2021-09-28
0.543
best: 0.83 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
Avg· 2021-09-28
0.514
best: 0.758 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
B77· 2021-09-28
0.023
best: 0.695 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
NIS· 2021-09-28
0.626
best: 0.857 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
OSE· 2021-09-28
0.475
best: 0.676 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
SOT· 2021-09-28
0.455
best: 0.915 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
SRI· 2021-09-28
0.506
best: 0.516 (GPT-3)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
TAI· 2021-09-28
0.556
best: 0.736 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
TC· 2021-09-28
0.625
best: 0.897 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
TEH· 2021-09-28
0.443
best: 0.722 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
Few-Shot Text ClassificationonRAFT
ToS· 2021-09-28
0.56
best: 0.75 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076

Methodology12 results

ClassificationonRAFT
Over· 2021-09-28
0.838
best: 0.95 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
ADE· 2021-09-28
0.543
best: 0.83 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
Avg· 2021-09-28
0.514
best: 0.758 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
B77· 2021-09-28
0.023
best: 0.695 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
NIS· 2021-09-28
0.626
best: 0.857 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
OSE· 2021-09-28
0.475
best: 0.676 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
SOT· 2021-09-28
0.455
best: 0.915 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
SRI· 2021-09-28
0.506
best: 0.516 (GPT-3)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
TAI· 2021-09-28
0.556
best: 0.736 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
TC· 2021-09-28
0.625
best: 0.897 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
TEH· 2021-09-28
0.443
best: 0.722 (Human (crowdsourced))
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076
ClassificationonRAFT
ToS· 2021-09-28
0.56
best: 0.75 (T-Few)
RAFT: A Real-World Few-Shot Text Classification Benchmark arXiv:2109.14076