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Few-shot Learning on LongBench Few-shot (test)
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71.83
Overall Score
ATACompressor
39.7876
48.1063
56.425
64.7437
Feb 3, 2026
Overall Score
CR
TP Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Overall Score
CR
TP Score
ATACompressor
Backbone=Qwen-2-7B
2026.02
71.83
18.37
1.98
QGC
Backbone=Qwen-2-7B
2026.02
66.18
11.54
1.19
500Compressor
Backbone=Qwen-2-7B
2026.02
63.77
15.59
1.87
ICAE
Backbone=Qwen-2-7B
2026.02
62.38
15.64
1.95
LongLLMLingua
Backbone=Qwen-2-7B
2026.02
60.14
4.13
0.97
Original-Context
Backbone=Qwen-2-7B
2026.02
58.71
1
0.92
Selective-Context
Backbone=Qwen-2-7B
2026.02
48.35
2.93
0.9
Closed-book
Backbone=Qwen-2-7B
2026.02
41.02
-
3.12
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