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Sentiment Analysis on IMDb (Accuracy, Average Accuracy)
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97.1
Accuracy
Finetuned
48.116
60.833
73.55
86.267
Dec 24, 2025
Jan 5, 2026
Jan 17, 2026
Jan 30, 2026
Feb 11, 2026
Feb 23, 2026
Mar 8, 2026
Accuracy
Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Average Accuracy
Finetuned
Backbone=DeBERTa-V2-XX...
2025.12
97.1
94.4
SAMerging
Backbone=DeBERTa-V2-XX...
2025.12
96.4
93.5
TIES-Merging
Backbone=DeBERTa-V2-XX...
2025.12
95.9
92.3
DeBERTa
Epochs=10, Max length=512
2026.03
91.2
-
InfoMamba
Epochs=10, Max length=512
2026.03
85.1
-
Linformer
Epochs=10, Max length=512
2026.03
84.4
-
VMamba
Epochs=10, Max length=512
2026.03
84.2
-
LocalMamba
Epochs=10, Max length=512
2026.03
83.6
-
MambaVision
Epochs=10, Max length=512
2026.03
81.6
-
Task Arithmetic
Backbone=DeBERTa-V2-XX...
2025.12
65.9
78.6
Task Arithmetic
Backbone=DeBERTa-V2-XX...
2025.12
54.4
63.5
AdaMerging
Backbone=DeBERTa-V2-XX...
2025.12
54.4
63.5
Pre-trained
Backbone=DeBERTa-V2-XX...
2025.12
50
41.5
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