List your company
ResearchFormerly WizWand

Sentiment Analysis on Sent140

85.5AccuracyInstructor
63.45269.17674.980.624Feb 21, 2024Mar 15, 2024Apr 8, 2024May 2, 2024May 25, 2024Jun 18, 2024Jul 12, 2024
Updated 6mo ago

Evaluation results

MethodLinks
Instructor2024.0285.5
UPRISE2024.0284.4
Se²2024.0283.8
BoBaAttack=Sybil2024.0778.6
BoBaAttack=BadNet2024.0778.5
TrimAttack=Alternate2024.0778.3
FedAvgAttack=Alternate2024.0778.2
BoBaAttack=Attack-free2024.0778.1
AGSDAttack=Alternate2024.0778.1
BoBaAttack=Alternate2024.0778.1
FreqFedAttack=Alternate2024.0778
BoBaAttack=DBA2024.0778
FedAvgAttack=Sybil2024.0778
CONTRAAttack=Neurotoxin2024.0778
MedianAttack=Alternate2024.0777.9
AGSDAttack=Sybil2024.0777.9
BoBaAttack=Neurotoxin2024.0777.9
AGSDAttack=BadNet2024.0777.8
TrimAttack=Sybil2024.0777.7
FedAvgAttack=BadNet2024.0777.6
FreqFedAttack=Sybil2024.0777.6
FreqFedAttack=Neurotoxin2024.0777.6
MESASAttack=Alternate2024.0777.5
MedianAttack=Sybil2024.0777.5
BoBaAttack=IBA2024.0777.5
KrumAttack=Alternate2024.0777.4
FLTrustAttack=Sybil2024.0777.4
FreqFedAttack=BadNet2024.0777.3
MESASAttack=Sybil2024.0777.3
AGSDAttack=Attack-free2024.0777.2
MedianAttack=BadNet2024.0777.2
TrimAttack=BadNet2024.0777.1
TrimAttack=Attack-free2024.0777
FLTrustAttack=Alternate2024.0777
MESASAttack=BadNet2024.0777
FreqFedAttack=Attack-free2024.0776.9
AGSDAttack=DBA2024.0776.9
FedAvgAttack=Attack-free2024.0776.8
CONTRAAttack=Alternate2024.0776.8
KrumAttack=Sybil2024.0776.8
MESASAttack=Attack-free2024.0776.5
FLTrustAttack=BadNet2024.0776.5
FedAvgAttack=DBA2024.0776.5
FreqFedAttack=DBA2024.0776.5
MedianAttack=Attack-free2024.0776.3
KrumAttack=BadNet2024.0776.3
AGSDAttack=Neurotoxin2024.0776.3
FedAvgAttack=Neurotoxin2024.0776.2
CONTRAAttack=Attack-free2024.0776
MedianAttack=DBA2024.0776
CONTRAAttack=Sybil2024.0776
KrumAttack=Attack-free2024.0775.9
TrimAttack=DBA2024.0775.9
MESASAttack=DBA2024.0775.8
TrimAttack=Neurotoxin2024.0775.7
AGSDAttack=IBA2024.0775.5
KrumAttack=DBA2024.0775.4
FLTrustAttack=Attack-free2024.0775.2
CONTRAAttack=BadNet2024.0775.2
MedianAttack=Neurotoxin2024.0775.1
FreqFedAttack=IBA2024.0775.1
FLTrustAttack=DBA2024.0775
MESASAttack=Neurotoxin2024.0775
FedAvgAttack=IBA2024.0774.9
TrimAttack=IBA2024.0774.8
FLTrustAttack=Neurotoxin2024.0774.6
KrumAttack=Neurotoxin2024.0774.5
MESASAttack=IBA2024.0774.5
CONTRAAttack=DBA2024.0774.2
MedianAttack=IBA2024.0774.2
FLTrustAttack=IBA2024.0773.9
SBERT2024.0273.5
KrumAttack=IBA2024.0773.5
Best-of-102024.0273.3
BM252024.0273.3
CONTRAAttack=IBA2024.0773.2
AES2024.0269.1
Random2024.0266.2
Zero-shot2024.0264.3