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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