Datasets:
File size: 1,730 Bytes
f9b150b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | # Benchmark interfaces
The three interfaces represent the same broad behavioral tasks with different user-context representations.
## Direct
Direct provides behavioral history in `input_text`.
- Belief: prior market questions, choices, and position-derived confidence, followed by a target market.
- Trade: prior current-market and other-market trades plus the target decision context.
Belief Direct has train, validation, and test files. Trade Direct also has all three splits.
## Profile
Profile replaces or summarizes substantial behavior history with a generated wallet profile.
Belief profile rows add:
```text
profile_generator_model, generated_profile
```
Trade profile rows add:
```text
profile_generator_model, wallet_profile
```
The profile files identify the generator model at row level and store the generated representation alongside each model-ready instance.
Belief Profile has train, validation, and test files. Trade Profile releases validation and test benchmark files plus `profiles_test.jsonl`.
## Retrieval
Retrieval augments the prediction context with records from support wallets excluded from the fixed experiment-wallet set.
Belief retrieval rows add:
```text
retrieval_method, retrieved_support
```
The accompanying metadata specifies exact event-slug matching, strict historical filtering, same-wallet exclusion, and top-5 latest matches.
Trade retrieval rows add:
```text
retrieval_method, retrieved_market_traces
```
Trade Retrieval releases validation and test files. Individual rows expose the retrieval method and retrieved traces.
## Cross-interface alignment
Use `sample_id` to compare interfaces. For Belief, released Direct, Profile, and Retrieval split counts match.
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