Tencent Advertising Algorithm Challenge 2025: All-Modality Generative Recommendation
Paper • 2604.04976 • Published • 2
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} | {
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} | {
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} | {
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} | 96 | 0 | tencentgr-10m | false |
20,000,001,427 | 96 | {
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} | {
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} | {
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} | {
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} | {
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} | 97 | 0 | tencentgr-10m | false |
20,000,001,429 | 97 | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | 98 | 0 | tencentgr-10m | false |
20,000,001,430 | 98 | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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"feature_value": "2783"
} | {
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} | {
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} | 99 | 0 | tencentgr-10m | false |
20,000,001,432 | 99 | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | {
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} | 100 | 0 | tencentgr-10m | false |
End of preview. Expand in Data Studio
TencentGR-10M-Star
ZSTD Parquet republication of TencentGR-10M for the Lizard benchmark. This is not the official TAAC repository. Tables are published in batches. Embedding configs appear after each family has been rewritten.
interactions is the fact table. Each released user sequence is unnested to one row per event, in source order. list_index is the 1-based position in that sequence. source_row is the 1-based user row within the source Parquet part, and source_part is that part's index. timestamp stays the source integer. event_at is the Unix-second projection. action_type is 0 for exposure, 1 for click, and 2 for conversion. Item features, user features, candidate items, and multimodal embeddings stay in side tables.
The release has no train/test split. Every config uses one split, train. indexer.pkl is not included.
Original sources
- Upstream dataset: https://huggingface.co/datasets/TAAC2025/TencentGR-10M
- Related 1M dataset: https://huggingface.co/datasets/TAAC2025/TencentGR-1M
- Paper: https://huggingface.co/papers/2604.04976
- Project page: https://algo.qq.com/2025
- Code: https://github.com/TencentAdvertisingAlgorithmCompetition/baseline_2025
Tables
| Config | Rows | Role |
|---|---|---|
| interactions | 976,291,071 | unnested events |
| item_feat | 17,487,211 | encrypted item features |
| user_feat | 10,139,388 | encrypted user features |
| candidate | 3,637,720 | candidate items |
| mm_emb_81_32 | 18,264,618 | embedding dimension 32 |
| mm_emb_82_1024 | 18,327,874 | embedding dimension 1024 |
| mm_emb_83_3584 | 18,329,008 | embedding dimension 3584 |
| mm_emb_84_32 | 16,003,022 | embedding dimension 32 |
| mm_emb_85_3584 | 18,330,155 | embedding dimension 3584 |
| mm_emb_86_3584 | 18,215,190 | embedding dimension 3584 |
License
CC BY 4.0, the license stated on the upstream dataset card.
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