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Sentiment Analysis on Sent140

85.5Accuracy

Instructor

Updated 8d ago

Evaluation Results

Method	Links
Instructor 2024.02		85.5
UPRISE 2024.02		84.4
Se² 2024.02		83.8
BoBa 2024.07		78.6
BoBa 2024.07		78.5
Trim 2024.07		78.3
FedAvg 2024.07		78.2
BoBa 2024.07		78.1
AGSD 2024.07		78.1
BoBa 2024.07		78.1
FreqFed 2024.07		78
BoBa 2024.07		78
FedAvg 2024.07		78
CONTRA 2024.07		78
Median 2024.07		77.9
AGSD 2024.07		77.9
BoBa 2024.07		77.9
AGSD 2024.07		77.8
Trim 2024.07		77.7
FedAvg 2024.07		77.6
FreqFed 2024.07		77.6
FreqFed 2024.07		77.6
MESAS 2024.07		77.5
Median 2024.07		77.5
BoBa 2024.07		77.5
Krum 2024.07		77.4
FLTrust 2024.07		77.4
FreqFed 2024.07		77.3
MESAS 2024.07		77.3
AGSD 2024.07		77.2
Median 2024.07		77.2
Trim 2024.07		77.1
Trim 2024.07		77
FLTrust 2024.07		77
MESAS 2024.07		77
FreqFed 2024.07		76.9
AGSD 2024.07		76.9
FedAvg 2024.07		76.8
CONTRA 2024.07		76.8
Krum 2024.07		76.8
MESAS 2024.07		76.5
FLTrust 2024.07		76.5
FedAvg 2024.07		76.5
FreqFed 2024.07		76.5
Median 2024.07		76.3
Krum 2024.07		76.3
AGSD 2024.07		76.3
FedAvg 2024.07		76.2
CONTRA 2024.07		76
Median 2024.07		76
CONTRA 2024.07		76
Krum 2024.07		75.9
Trim 2024.07		75.9
MESAS 2024.07		75.8
Trim 2024.07		75.7
AGSD 2024.07		75.5
Krum 2024.07		75.4
FLTrust 2024.07		75.2
CONTRA 2024.07		75.2
Median 2024.07		75.1
FreqFed 2024.07		75.1
FLTrust 2024.07		75
MESAS 2024.07		75
FedAvg 2024.07		74.9
Trim 2024.07		74.8
FLTrust 2024.07		74.6
Krum 2024.07		74.5
MESAS 2024.07		74.5
CONTRA 2024.07		74.2
Median 2024.07		74.2
FLTrust 2024.07		73.9
SBERT 2024.02		73.5
Krum 2024.07		73.5
Best-of-10 2024.02		73.3
BM25 2024.02		73.3
CONTRA 2024.07		73.2
AES 2024.02		69.1
Random 2024.02		66.2
Zero-shot 2024.02		64.3