# Eval results — queries.jsonl

- queries: 35
- k: 5
- pool: 50
- retrievers: dense, bm25, hybrid-rrf, dense+rerank, hybrid+rerank

## Summary

| Retriever | MRR | Recall@5 | nDCG@5 | Errors | Time (s) |
|---|---|---|---|---|---|
| dense | 0.027 | 0.086 | 0.041 | 0 | 5.2 |
| bm25 | 0.544 | 0.586 | 0.524 | 0 | 4.8 |
| hybrid-rrf | 0.114 | 0.114 | 0.108 | 0 | 8.5 |
| dense+rerank | 0.171 | 0.143 | 0.149 | 0 | 804.8 |
| hybrid+rerank | 0.672 | 0.638 | 0.621 | 0 | 823.3 |

## Per-query — dense

| Query | Expected | Top retrieved | MRR | Recall |
|---|---|---|---|---|
| Warrant herbicide rate for soybean | bayer/warrant, epa_ppls/524-591 | epa_ppls/524-508, epa_ppls/524-521, epa_ppls/42750-176 | 0.00 | 0.00 |
| Huskie wheat herbicide tank mix | bayer/huskie, bayer/huskie-complete | epa_ppls/71368-64, epa_ppls/279-9610, epa_ppls/10182-134 | 0.00 | 0.00 |
| Harness 20G granular corn herbicide | bayer/harness, epa_ppls/524-487 | epa_ppls/352-612, epa_ppls/352-608, epa_ppls/352-817 | 0.00 | 0.00 |
| Laudis tembotrione post-emergence corn | bayer/laudis, epa_ppls/264-860 | bayer/diflexx, epa_ppls/70506-331, epa_ppls/84229-48 | 0.00 | 0.00 |
| Roundup Custom glyphosate burndown application rate | epa_ppls/524-677, epa_ppls/524-475 | epa_ppls/42750-122, epa_ppls/5905-656, epa_ppls/228-666 | 0.00 | 0.00 |
| Liberty 280 SL glufosinate ammonium soybean | epa_ppls/7969-448 | epa_ppls/71368-111, epa_ppls/84229-45, epa_ppls/7969-500 | 0.00 | 0.00 |
| Atrazine 4L corn pre-emergence rate per acre | epa_ppls/5905-7877 | epa_ppls/5905-624, epa_ppls/89167-75, epa_ppls/7969-140 | 0.00 | 0.00 |
| Albaugh dicamba DMA salt application restrictions | epa_ppls/42750-40 | epa_ppls/5905-638, epa_ppls/34704-861, epa_ppls/5905-624 | 0.20 | 1.00 |
| Authority 4F sulfentrazone soybean residual | epa_ppls/279-3146 | epa_ppls/279-9663, epa_ppls/87290-70, epa_ppls/66222-248 | 0.00 | 0.00 |
| Prowl 10-G pendimethalin granular pre-plant | epa_ppls/241-254 | epa_ppls/70506-333, epa_ppls/42750-340, epa_ppls/91234-231 | 0.00 | 0.00 |
| Callisto GT mesotrione corn postemergence broadleaf control | epa_ppls/100-1470 | epa_ppls/100-1131, epa_ppls/89167-51, epa_ppls/100-1349 | 0.00 | 0.00 |
| Acuron Flexi corn pre-emergence S-metolachlor | epa_ppls/100-1568 | epa_ppls/62719-312, epa_ppls/42750-122, epa_ppls/5905-638 | 0.00 | 0.00 |
| Sencor 4 flowable metribuzin soybean waterhemp | epa_ppls/264-735 | epa_ppls/1381-259, epa_ppls/279-9624, epa_ppls/89167-101 | 0.00 | 0.00 |
| Broadstrike trifluralin pre-plant incorporated | epa_ppls/62719-222 | epa_ppls/87290-81, epa_ppls/70506-333, epa_ppls/91234-73 | 0.00 | 0.00 |
| Headline azoxystrobin pyraclostrobin wheat foliar fungicide | epa_ppls/7969-186 | epa_ppls/100-1222, epa_ppls/100-1164, epa_ppls/87290-63 | 0.00 | 0.00 |
| Trivapro pydiflumetofen corn fungicide tar spot | epa_ppls/100-1613 | epa_ppls/66222-250, epa_ppls/264-1209, epa_ppls/62719-346 | 0.00 | 0.00 |
| Poncho 600 clothianidin seed treatment corn | epa_ppls/7969-458 | epa_ppls/7969-459, epa_ppls/7969-458, bayer/poncho-beta | 0.50 | 1.00 |
| Gustafson Lorsban 30 chlorpyrifos granular corn rootworm | epa_ppls/264-932 | epa_ppls/89167-78, epa_ppls/5481-525, epa_ppls/1381-193 | 0.00 | 0.00 |
| RT-3 glyphosate potassium salt herbicide | bayer/rt-3 | bayer/roundup-powermax-3, epa_ppls/19713-597, epa_ppls/19713-606 | 0.25 | 1.00 |
| Roundup PowerMAX 3 glyphosate K-salt rate | bayer/roundup-powermax-3, epa_ppls/524-659 | epa_ppls/19713-597, epa_ppls/19713-606, epa_ppls/51036-333 | 0.00 | 0.00 |
| Nortron SC ethofumesate sugar beet | bayer/nortron-sc | epa_ppls/71368-25, epa_ppls/42750-122, epa_ppls/524-715 | 0.00 | 0.00 |
| DiFlexx Duo tembotrione dicamba corn | bayer/diflexx-duo | epa_ppls/71368-65, epa_ppls/1812-434, epa_ppls/1381-191 | 0.00 | 0.00 |
| Corvus thiencarbazone-methyl isoxaflutole corn pre-emergence | bayer/corvus, epa_ppls/264-1066 | epa_ppls/42750-122, bayer/scoparia, epa_ppls/70506-331 | 0.00 | 0.00 |
| Capreno tembotrione thiencarbazone corn herbicide | bayer/capreno, epa_ppls/264-1063 | epa_ppls/91234-314, epa_ppls/352-894, epa_ppls/42750-32 | 0.00 | 0.00 |
| Tilt propiconazole wheat fungicide rust | epa_ppls/100-617 | epa_ppls/19713-692, epa_ppls/34704-1113, epa_ppls/228-670 | 0.00 | 0.00 |
| what controls horseweed marestail before planting soybean | epa_ppls/524-475, epa_ppls/524-677 | epa_ppls/524-716, epa_ppls/524-717, epa_ppls/524-722 | 0.00 | 0.00 |
| what can I tank mix with 2,4-D for burndown in spring | epa_ppls/5905-7877, epa_ppls/228-666 | epa_ppls/34704-1158, epa_ppls/264-738, epa_ppls/228-364 | 0.00 | 0.00 |
| best fungicide for corn tar spot foliar application | epa_ppls/100-1613, epa_ppls/100-1547 | epa_ppls/100-1178, epa_ppls/87290-63, epa_ppls/100-1262 | 0.00 | 0.00 |
| seed treatment to control wireworm in corn | epa_ppls/7969-458, epa_ppls/7969-459 | epa_ppls/10182-212, epa_ppls/1381-231, epa_ppls/42750-300 | 0.00 | 0.00 |
| pre-emergence residual herbicide for soybean for waterhemp | epa_ppls/279-3146, epa_ppls/264-735 | epa_ppls/352-675, epa_ppls/279-3564, epa_ppls/279-3589 | 0.00 | 0.00 |
| what insecticide for soybean aphid foliar | epa_ppls/279-3206, epa_ppls/264-840 | epa_ppls/264-1157, epa_ppls/264-1159, epa_ppls/279-9615 | 0.00 | 0.00 |
| what is the rainfast interval for glyphosate | epa_ppls/524-475, epa_ppls/524-677 | epa_ppls/89167-56, epa_ppls/524-523, epa_ppls/524-707 | 0.00 | 0.00 |
| wheat fungicide for fusarium head blight | epa_ppls/7969-186, epa_ppls/100-1547 | bayer/stratego, epa_ppls/7969-246, epa_ppls/66222-250 | 0.00 | 0.00 |
| endangered species act precautions for pesticide application | epa_ppls/524-475, epa_ppls/524-591 | epa_ppls/70506-318, epa_ppls/70506-324, epa_ppls/34704-1044 | 0.00 | 0.00 |
| what herbicide do I use for postemergence broadleaf in corn | bayer/laudis, bayer/capreno, bayer/diflexx-duo | epa_ppls/352-842, epa_ppls/100-1349, epa_ppls/89167-51 | 0.00 | 0.00 |