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cora.

OCR benchmark

§ 01 · accuracy

accuracy.

Higher is better

#ModelScoreSource
TAPE + RevGAT
Fetched from CodeSOTA API on 2026-04-20
92.9codesota-api
2
AuGLM (T5-large)
Fetched from CodeSOTA API on 2026-04-20
91.51codesota-api
3
ENGINE
Fetched from CodeSOTA API on 2026-04-20
91.48codesota-api
4
InstructGLM
Fetched from CodeSOTA API on 2026-04-20
90.77codesota-api
5
GLEM + RevGAT
Fetched from CodeSOTA API on 2026-04-20
88.56codesota-api
6
GCNLLMEmb
Fetched from CodeSOTA API on 2026-04-20
88.15codesota-api
7
LLaGA (Mistral-7B)
Fetched from CodeSOTA API on 2026-04-20
87.55codesota-api
8
SDGAT
Fetched from CodeSOTA API on 2026-04-20
85.29codesota-api
9
GCN* (tuned)
Fetched from CodeSOTA API on 2026-04-20
85.08codesota-api
10
GAT* (tuned)
Fetched from CodeSOTA API on 2026-04-20
84.64codesota-api
11
SGFormer
Fetched from CodeSOTA API on 2026-04-20
84.5codesota-api
12
GraphSAGE* (tuned)
Fetched from CodeSOTA API on 2026-04-20
84.18codesota-api
13
Polynormer
Fetched from CodeSOTA API on 2026-04-20
83.25codesota-api
14
GOAT
Fetched from CodeSOTA API on 2026-04-20
83.18codesota-api
15
GAT
Fetched from CodeSOTA API on 2026-04-20
83codesota-api
16
GraphGPS
Fetched from CodeSOTA API on 2026-04-20
82.84codesota-api
17
Exphormer
Fetched from CodeSOTA API on 2026-04-20
82.77codesota-api
18
GraphSAGE
Fetched from CodeSOTA API on 2026-04-20
82.68codesota-api
19
NodeFormer
Fetched from CodeSOTA API on 2026-04-20
82.2codesota-api
20
NAGphormer
Fetched from CodeSOTA API on 2026-04-20
82.12codesota-api
21
GCN
Fetched from CodeSOTA API on 2026-04-20
81.5codesota-api
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