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Benchmarks
Joint Entity and Relation Extraction on SciERC (test)
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16
GFLOPs
Llama-3-8B
11.04
44.52
78
111.48
Mar 24, 2026
GFLOPs
Throughput (doc/s)
Memory (GB)
Zero-Shot Generation Performance
Updated 24d ago
Evaluation Results
Method
Method
Links
GFLOPs
Throughput (doc/s)
Memory (GB)
Zero-Shot Generation Performance
Llama-3-8B
Params=∼8B, Hardware=A...
2026.03
16
4.2
16
-
SciBERT+GCN
Params=∼110M, Hardware...
2026.03
22
48.2
6.1
-
SciBERT+GAT
Params=∼110M, Hardware...
2026.03
22.1
46.8
6.3
-
HGERE
Params=∼220M, Hardware...
2026.03
22.5
14.1
9.5
-
PL-Marker
Params=∼220M, Hardware...
2026.03
44
12.4
7.2
-
HGNet
Params=∼293M, Hardware...
2026.03
44.7
14.6
10.5
-
Llama-3-70B
Params=∼70B, Hardware=...
2026.03
140
0.5
-
-
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