Code Authorship Attribution on CoDET-M4 benchmark leaderboard · SOTA2 Research

Code Authorship Attribution on CoDET-M4

89AccuracyCBE ⊞ VIT

Evaluation Results

Method	Links
CBE ⊞ VIT2026.03		89	80.17
CT5 ⊕ VIT2026.03		88.84	80.48
CT5 ⊞ VIT2026.03		88.67	80.97
CT5 ⊕ MXV2026.03		88.42	79.67
CT5 ⊞ MXV2026.03		88.24	79.72
CT5 ⊗ VIT2026.03		88.18	79.57
CT5 ⊗ MXV2026.03		87.73	78.26
CBE ⊕ VIT2026.03		87.24	78.69
UXC ⊞ EFN2026.03		87.15	78.12
UXC ⊕ EFN2026.03		87.12	78.04
QWC ⊞ EFN2026.03		86.84	76.92
CBE ⊞ CNX2026.03		86.82	77.41
CBE ⊕ CNX2026.03		86.78	77.23
QWC ⊞ MXV2026.03		86.47	76.61
CT5 + VIT2026.03		86.45	78.72
CBE ⊗ VIT2026.03		86.42	77.49
QWC ⊕ EFN2026.03		86.35	76.23
QWC ⊕ MXV2026.03		86.15	76.13
UXC ⊗ EFN2026.03		86.14	77.16
CT5 + MXV2026.03		85.77	77.15
CBE ⊗ CNX2026.03		85.62	76.93
CBE + VIT2026.03		85.21	76.36
QWC ⊗ EFN2026.03		85.15	75.21
QWC ⊗ MXV2026.03		85.04	75.64
UXC + EFN2026.03		84.65	76.29
CBE + CNX2026.03		84.32	75.14
QWC + EFN2026.03		84.22	75.12
QWC + MXV2026.03		83.92	74.24
CBE2026.03		83.17	75.61
UXC2026.03		82.7	74.23
QWC2026.03		81.36	73.84
CT52026.03		79.98	71.48
Bisztra et al.2026.03		79.35	66.33
GPT-5.12026.03		75.2	62.45
VIT2026.03		71	61.5
Gemini 3 Pro2026.03		68.98	59.15
MXV2026.03		68.9	60.37
EFN2026.03		68.89	59.13
CNX2026.03		64.2	55.15
DeepSeek-V3.2-Exp2026.03		63.33	37.89
Gemini 3 Pro2026.03		59.87	50.91
GPT-5.12026.03		56.7	45.6
DeepSeek-V3.2-Exp2026.03		48.6	29