Update results with NDCG@10 metrics

beir_nfcorpus_procrustes.json

@@ -8,10 +8,13 @@
     "src_dim": 768,
     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 4.412,
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     "recall@10_native_target": 0.07346,
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   {
     "source": "intfloat/e5-base-v2",
@@ -22,10 +25,13 @@
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     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.054,
+    "fit_time_s": 0.045,
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     "recall@10_native_target": 0.06875,
-    "ratio": 0.32665
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+    "ndcg@10_translated": 0.10784,
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   {
     "source": "intfloat/e5-base-v2",
@@ -36,10 +42,13 @@
     "src_dim": 768,
     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.053,
+    "fit_time_s": 0.044,
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     "recall@10_native_target": 0.06737,
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+    "ndcg_ratio": 0.58381
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   {
     "source": "intfloat/e5-base-v2",
@@ -50,10 +59,13 @@
     "src_dim": 768,
     "tgt_dim": 1024,
     "train_size": 5000,
-    "fit_time_s": 0.052,
+    "fit_time_s": 0.041,
     "recall@10_translated": 0.04759,
     "recall@10_native_target": 0.06875,
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   {
     "source": "intfloat/e5-base-v2",
@@ -64,10 +76,13 @@
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     "tgt_dim": 2560,
     "train_size": 5000,
-    "fit_time_s": 0.022,
+    "fit_time_s": 0.025,
     "recall@10_translated": 0.0514,
     "recall@10_native_target": 0.07864,
-    "ratio": 0.65361
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+    "ndcg@10_native_target": 0.40618,
+    "ndcg_ratio": 0.62524
   },
   {
     "source": "BAAI/bge-base-en-v1.5",
@@ -78,10 +93,13 @@
     "src_dim": 768,
     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.053,
+    "fit_time_s": 0.044,
     "recall@10_translated": 0.06478,
     "recall@10_native_target": 0.06924,
-    "ratio": 0.9356
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+    "ndcg@10_translated": 0.32902,
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+    "ndcg_ratio": 0.92673
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   {
     "source": "BAAI/bge-base-en-v1.5",
@@ -92,10 +110,13 @@
     "src_dim": 768,
     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.054,
+    "fit_time_s": 0.045,
     "recall@10_translated": 0.04929,
     "recall@10_native_target": 0.06875,
-    "ratio": 0.71698
+    "ratio": 0.71698,
+    "ndcg@10_translated": 0.25274,
+    "ndcg@10_native_target": 0.35949,
+    "ndcg_ratio": 0.70304
   },
   {
     "source": "BAAI/bge-base-en-v1.5",
@@ -106,10 +127,13 @@
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     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.053,
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-    "ratio": 0.87365
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+    "ndcg_ratio": 0.86141
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   {
     "source": "BAAI/bge-base-en-v1.5",
@@ -120,10 +144,13 @@
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     "tgt_dim": 1024,
     "train_size": 5000,
-    "fit_time_s": 0.014,
+    "fit_time_s": 0.013,
     "recall@10_translated": 0.051,
     "recall@10_native_target": 0.06875,
-    "ratio": 0.74175
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+    "ndcg_ratio": 0.71281
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   {
     "source": "BAAI/bge-base-en-v1.5",
@@ -134,10 +161,13 @@
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     "tgt_dim": 2560,
     "train_size": 5000,
-    "fit_time_s": 0.021,
+    "fit_time_s": 0.024,
     "recall@10_translated": 0.05586,
     "recall@10_native_target": 0.07864,
-    "ratio": 0.71031
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+    "ndcg@10_translated": 0.27433,
+    "ndcg@10_native_target": 0.40618,
+    "ndcg_ratio": 0.67539
   },
   {
     "source": "Alibaba-NLP/gte-base-en-v1.5",
@@ -148,10 +178,13 @@
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     "tgt_dim": 768,
     "train_size": 5000,
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+    "ndcg_ratio": 0.76307
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   {
     "source": "Alibaba-NLP/gte-base-en-v1.5",
@@ -162,10 +195,13 @@
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     "tgt_dim": 768,
     "train_size": 5000,
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+    "ndcg_ratio": 0.75794
   },
   {
     "source": "Alibaba-NLP/gte-base-en-v1.5",
@@ -176,10 +212,13 @@
     "src_dim": 768,
     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.056,
+    "fit_time_s": 0.046,
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-    "ratio": 0.79302
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+    "ndcg@10_translated": 0.26811,
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+    "ndcg_ratio": 0.77055
   },
   {
     "source": "Alibaba-NLP/gte-base-en-v1.5",
@@ -190,10 +229,13 @@
     "src_dim": 768,
     "tgt_dim": 1024,
     "train_size": 5000,
-    "fit_time_s": 0.014,
+    "fit_time_s": 0.013,
     "recall@10_translated": 0.03932,
     "recall@10_native_target": 0.06875,
-    "ratio": 0.57193
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+    "ndcg@10_translated": 0.18741,
+    "ndcg@10_native_target": 0.35642,
+    "ndcg_ratio": 0.5258
   },
   {
     "source": "Alibaba-NLP/gte-base-en-v1.5",
@@ -204,10 +246,13 @@
     "src_dim": 768,
     "tgt_dim": 2560,
     "train_size": 5000,
-    "fit_time_s": 0.021,
+    "fit_time_s": 0.025,
     "recall@10_translated": 0.04378,
     "recall@10_native_target": 0.07864,
-    "ratio": 0.5567
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+    "ndcg@10_translated": 0.21613,
+    "ndcg@10_native_target": 0.40618,
+    "ndcg_ratio": 0.53211
   },
   {
     "source": "nomic-ai/nomic-embed-text-v1.5",
@@ -218,10 +263,13 @@
     "src_dim": 768,
     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.053,
-    "recall@10_translated": 0.05611,
+    "fit_time_s": 0.044,
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     "recall@10_native_target": 0.06924,
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+    "ndcg_ratio": 0.78111
   },
   {
     "source": "nomic-ai/nomic-embed-text-v1.5",
@@ -232,10 +280,13 @@
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     "tgt_dim": 768,
     "train_size": 5000,
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+    "ndcg_ratio": 0.71592
   },
   {
     "source": "nomic-ai/nomic-embed-text-v1.5",
@@ -246,10 +297,13 @@
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     "tgt_dim": 768,
     "train_size": 5000,
-    "fit_time_s": 0.056,
+    "fit_time_s": 0.046,
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     "recall@10_native_target": 0.06875,
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+    "ndcg_ratio": 0.57773
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   {
     "source": "nomic-ai/nomic-embed-text-v1.5",
@@ -260,10 +314,13 @@
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+    "ndcg_ratio": 0.67001
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   {
     "source": "nomic-ai/nomic-embed-text-v1.5",
@@ -274,10 +331,13 @@
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     "tgt_dim": 2560,
     "train_size": 5000,
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     "recall@10_native_target": 0.07864,
-    "ratio": 0.66082
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   {
     "source": "Qwen/Qwen3-Embedding-0.6B",
@@ -288,10 +348,13 @@
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     "tgt_dim": 768,
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   {
     "source": "Qwen/Qwen3-Embedding-0.6B",
@@ -302,10 +365,13 @@
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     "tgt_dim": 768,
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   {
     "source": "Qwen/Qwen3-Embedding-0.6B",
@@ -316,10 +382,13 @@
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   {
     "source": "Qwen/Qwen3-Embedding-0.6B",
@@ -330,10 +399,13 @@
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   {
     "source": "Qwen/Qwen3-Embedding-0.6B",
@@ -344,10 +416,13 @@
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     "tgt_dim": 2560,
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+    "ndcg_ratio": 0.83294
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   {
     "source": "Qwen/Qwen3-Embedding-4B",
@@ -358,10 +433,13 @@
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     "tgt_dim": 768,
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   {
     "source": "Qwen/Qwen3-Embedding-4B",
@@ -372,10 +450,13 @@
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     "source": "Qwen/Qwen3-Embedding-4B",
@@ -386,10 +467,13 @@
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   {
     "source": "Qwen/Qwen3-Embedding-4B",
@@ -400,10 +484,13 @@
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   {
     "source": "Qwen/Qwen3-Embedding-4B",
@@ -414,9 +501,12 @@
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+    "ndcg_ratio": 1.00759
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 ]