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Upload OmniMM-LI-3B-v0.json
#128
by aabasu05052026 - opened
- scores/OmniMM-LI-3B-v0.json +2211 -0
scores/OmniMM-LI-3B-v0.json
ADDED
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@@ -0,0 +1,2211 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"model_name": "OmniMM-LI-3B-v0",
|
| 4 |
+
"model_backbone": "nvidia/omni-embed-nemotron-3b / Qwen2.5-Omni Thinker",
|
| 5 |
+
"model_size": 4.7,
|
| 6 |
+
"embedding_dimension": 512,
|
| 7 |
+
"max_length_tokens": 32768,
|
| 8 |
+
"model_release_date": null,
|
| 9 |
+
"data_source": "Self-Reported",
|
| 10 |
+
"score_source": "Self-Reported",
|
| 11 |
+
"url": null,
|
| 12 |
+
"contact": "anwesha.basu@tamu.edu",
|
| 13 |
+
"training_data": "VLM2Vec-V2 public training data sources: MMEB-train image; ColPali train set + VisRAG visual-document data; LLaVA-Hound video_caption_300k used for caption_retrieval and video_retrieval.",
|
| 14 |
+
"training_config": "Late Interaction dimension=512; Batch Size=32, Gradient Accumulation=4, GPUs=2 A100s; training steps 4000; 8 frames/video; reduced video weights: video_caption_300k caption_retrieval=1.5, video_caption_300k-video video_retrieval=2.5; video_qa_240k disabled.",
|
| 15 |
+
"retrieval_head": "late interaction; projected token dimension 512",
|
| 16 |
+
"notes": "Reduced video weight means total video block weight 4.0 in this run (1.5 + 2.5), not the original VLM2Vec-V2 video block weight 15. The video_qa_240k subset was not used.",
|
| 17 |
+
"report_generated_date": "2026-05-05T19:32:44.382012"
|
| 18 |
+
},
|
| 19 |
+
"metrics": {
|
| 20 |
+
"image": {
|
| 21 |
+
"ImageNet-1K": {
|
| 22 |
+
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|
| 23 |
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|
| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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| 37 |
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|
| 38 |
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|
| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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|
| 47 |
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| 48 |
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},
|
| 49 |
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|
| 50 |
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|
| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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| 70 |
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|
| 71 |
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| 72 |
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| 73 |
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|
| 74 |
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"num_pred": 1000,
|
| 75 |
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|
| 76 |
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},
|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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| 81 |
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| 82 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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| 92 |
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| 93 |
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|
| 94 |
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|
| 95 |
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| 96 |
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| 97 |
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| 100 |
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| 102 |
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|
| 103 |
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| 104 |
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},
|
| 105 |
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|
| 106 |
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| 107 |
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| 131 |
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| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
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| 160 |
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| 161 |
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|
| 162 |
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