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Table 3 Lists the head-to-head results of experiments performed in the heterogeneous transfer learning works surveyed

From: A survey of transfer learning

Methods

HeMap

ARC-t

DAMA

HFA

SHFR

SHFA

HeMap [105]

–

0–5–0

0–5–0

0–5–0

0–0–0

0–3–0

ARC-t [58]

5–0–0

–

4–2–0

1–7–0

0–3–0

0–3–0

DAMA [121]

5–0–0

2–4–0

–

0–8–0

0–3–0

0–3–0

HFA [30]

5–0–0

7–1–0

8–0–0

–

0–3–0

0–3–0

SHFR [145]

0–0–0

3–0–0

3–0–0

3–0–0

–

0–0–0

SHFA [64]

3–0–0

3–0–0

3–0–0

3–0–0

0–0–0

–

  1. The numbers (x–y–z) in the table indicate the far left column method outperforms the top row method x times, underperforms y times, and has similar performance z times