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69.5
Accuracy
RA
7.828
23.839
39.85
55.861
Oct 12, 2021
Jul 24, 2022
May 6, 2023
Feb 16, 2024
Nov 27, 2024
Sep 9, 2025
Jun 22, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
RA
Training Method=Fine-t...
2023.05
69.5
TOME-2
2021.10
66
TOME-1
2021.10
62.1
REALM
2021.10
59
Map-tuning
Training Method=Adapte...
2023.05
50.8
Map-tuning
Training Method=LoRA,...
2023.05
49.6
Map-tuning
Training Method=Fine-t...
2023.05
49
Map-tuning
Training Method=BitFit...
2023.05
48.4
BERT-base
Training Method=Adapte...
2023.05
43.6
BERT-base
Training Method=LoRA,...
2023.05
42.4
BERT-base
Training Method=Fine-t...
2023.05
41.7
BERT-base
Training Method=BitFit...
2023.05
41.3
Entities as Experts
2021.10
32.5
KDoS
Backbone=Qwen3-4B-Base
2026.06
16.4
Diff.
Backbone=Qwen3-4B-Base...
2026.06
15.2
Qual.
Backbone=Qwen3-4B-Base...
2026.06
14.8
Uni.
Backbone=Qwen3-4B-Base...
2026.06
14.6
Rand.
Backbone=Qwen3-4B-Base...
2026.06
12.1
SP
Backbone=Qwen3-4B-Base...
2026.06
11.1
Base
Backbone=Qwen3-4B-Base
2026.06
10.2
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