model stringlengths 3 37 | author stringclasses 4
values | email stringclasses 3
values | relbench_version stringclasses 2
values | official_or_not stringclasses 1
value | test stringlengths 39 1.19k | valid stringlengths 39 1.19k | paper_url stringclasses 1
value | github_url stringclasses 3
values | honor_code stringclasses 1
value | status stringclasses 1
value | submitted_time timestamp[s] | task stringclasses 5
values | private bool 1
class |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
EntityMean | Rishabh | ranjanr@stanford.edu | 1.1.0 | Official | {
"rel-amazon/user-ltv": [
19.05473635360521,
0.0
],
"rel-amazon/item-ltv": [
78.42271596610055,
0.0
],
"rel-avito/ad-ctr": [
0.04624338780811658,
0.0
],
"rel-event/user-attendance": [
0.3035167255642539,
0.0
... | {
"rel-amazon/user-ltv": [
17.685311767984103,
0.0
],
"rel-amazon/item-ltv": [
80.46644298016355,
0.0
],
"rel-avito/ad-ctr": [
0.04368846385838084,
0.0
],
"rel-event/user-attendance": [
0.2964959631489417,
0.0
... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-27T18:58:35 | Entity Regression | false | |
EntityMedian | Rishabh | ranjanr@stanford.edu | 1.1.0 | Official | {
"rel-amazon/user-ltv": [
17.423469201585746,
0.0
],
"rel-amazon/item-ltv": [
66.43604848206175,
0.0
],
"rel-avito/ad-ctr": [
0.046238473145108025,
0.0
],
"rel-event/user-attendance": [
0.26915219611848823,
0.0
... | {
"rel-amazon/user-ltv": [
15.978037687412153,
0.0
],
"rel-amazon/item-ltv": [
68.92166384194326,
0.0
],
"rel-avito/ad-ctr": [
0.04368085579357583,
0.0
],
"rel-event/user-attendance": [
0.2677595628415301,
0.0
... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-27T18:59:13 | Entity Regression | false | |
GlobalMean | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-ltv": [
22.12138006993268,
0.0
],
"rel-amazon/item-ltv": [
81.85197586610298,
0.0
],
"rel-avito/ad-ctr": [
0.051158747798879176,
0.0
],
"rel-event/user-attendance": [
0.4695043783177193,
0.0
... | {
"rel-amazon/user-ltv": [
20.74016685347728,
0.0
],
"rel-amazon/item-ltv": [
78.1098057732494,
0.0
],
"rel-avito/ad-ctr": [
0.0479022667912128,
0.0
],
"rel-event/user-attendance": [
0.45693240312520317,
0.0
... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-22T20:07:59 | Entity Regression | false | |
GlobalMedian | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-ltv": [
16.78297941088708,
0.0
],
"rel-amazon/item-ltv": [
64.23361282761559,
0.0
],
"rel-avito/ad-ctr": [
0.04306655544415682,
0.0
],
"rel-event/user-attendance": [
0.2635342185903984,
0.0
... | {
"rel-amazon/user-ltv": [
14.1407152409027,
0.0
],
"rel-amazon/item-ltv": [
59.4714964246787,
0.0
],
"rel-avito/ad-ctr": [
0.03986430192629505,
0.0
],
"rel-event/user-attendance": [
0.26179831097863887,
0.0
... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-12T23:28:53 | Node Regression | false | |
GlobalPopularity | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-item-purchase": [
0.002439514491349994,
0.0
],
"rel-amazon/user-item-rate": [
0.0014802344167351655,
0.0
],
"rel-amazon/user-item-review": [
0.001139386126200033,
0.0
],
"rel-avito/user-ad-visit": [
3.02... | {
"rel-amazon/user-item-purchase": [
0.0030718536421478855,
0.0
],
"rel-amazon/user-item-rate": [
0.0015644483520550422,
0.0
],
"rel-amazon/user-item-review": [
0.0017885739626372142,
0.0
],
"rel-avito/user-ad-visit": [
0.... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-12T23:34:41 | Link Prediction | false | |
GlobalZero | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-ltv": [
16.78297941088708,
0.0
],
"rel-amazon/item-ltv": [
77.1255633249969,
0.0
],
"rel-avito/ad-ctr": [
0.052209855666190366,
0.0
],
"rel-event/user-attendance": [
0.2635342185903984,
0.0
... | {
"rel-amazon/user-ltv": [
14.1407152409027,
0.0
],
"rel-amazon/item-ltv": [
72.09635778366012,
0.0
],
"rel-avito/ad-ctr": [
0.048414460851862066,
0.0
],
"rel-event/user-attendance": [
0.26179831097863887,
0.0
... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-12T23:27:52 | Node Regression | false | |
LightGBM | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-item-purchase": [
0.001630855847844847,
0.0004708126376754909
],
"rel-amazon/user-item-rate": [
0.0017496281872365616,
8.835786960046806e-05
],
"rel-amazon/user-item-review": [
0.0008704540048151772,
0.00010586308356596091
... | {
"rel-amazon/user-item-purchase": [
0.001829338985559805,
0.0007040565062831479
],
"rel-amazon/user-item-rate": [
0.0021765331181059135,
0.00024305693630941792
],
"rel-amazon/user-item-review": [
0.0013792031887053706,
0.00028925571834824475... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-12T23:34:00 | Link Prediction | false | |
LightGBM | Rishabh | ranjanr@stanford.edu | 1.1.0 | Official | {
"rel-amazon/user-churn": [
0.5221865659918234,
0.0006223072312020021
],
"rel-amazon/item-churn": [
0.6254403568354728,
0.0017606424839854713
],
"rel-avito/user-visits": [
0.5305011573675401,
0.0032400701349854623
],
"rel-avito/u... | {
"rel-amazon/user-churn": [
0.5204988537436739,
0.0005694032104743626
],
"rel-amazon/item-churn": [
0.6238606159066055,
0.002039755238137958
],
"rel-avito/user-visits": [
0.5330593795047813,
0.0008787413795086901
],
"rel-avito/us... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-27T18:52:36 | Entity Classification | false | |
LightGBM | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-ltv": [
16.78298292602859,
7.860095371165901e-06
],
"rel-amazon/item-ltv": [
60.56862666634758,
0.04737740977503236
],
"rel-avito/ad-ctr": [
0.040841084506043464,
0.00013667138614354034
],
"rel-event/user-attend... | {
"rel-amazon/user-ltv": [
14.140719005107702,
8.417018259583206e-06
],
"rel-amazon/item-ltv": [
55.74058983408897,
0.04889428865956497
],
"rel-avito/ad-ctr": [
0.037349945781512114,
0.00010829674260422851
],
"rel-event/user-atten... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-12T23:27:08 | Node Regression | false | |
PastVisit | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-item-purchase": [
0.000612583587309178,
0.0
],
"rel-amazon/user-item-rate": [
0.0007465142448082871,
0.0
],
"rel-amazon/user-item-review": [
0.00035276168141009387,
0.0
],
"rel-avito/user-ad-visit": [
0.... | {
"rel-amazon/user-item-purchase": [
0.0007392624381531525,
0.0
],
"rel-amazon/user-item-rate": [
0.0009043049040490296,
0.0
],
"rel-amazon/user-item-review": [
0.0004952987312352962,
0.0
],
"rel-avito/user-ad-visit": [
0.... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-12T23:35:24 | Link Prediction | false | |
RDL (GraphSAGE) | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-item-purchase": [
0.007434174424409322,
0.0007817546035696959
],
"rel-amazon/user-item-rate": [
0.00867669814506596,
0.0005339332060191262
],
"rel-amazon/user-item-review": [
0.004706424009033139,
0.0004519648171990583
... | {
"rel-amazon/user-item-purchase": [
0.015283927917893046,
0.00047989226257355865
],
"rel-amazon/user-item-rate": [
0.014150046798912927,
0.0005896798920469688
],
"rel-amazon/user-item-review": [
0.010303252825183407,
0.00030910400631337895
... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-22T20:24:43 | Recommendation | false | |
RDL (ID-GNN) | Rishabh Ranjan | ranjanr@stanford.edu | 1.0.0 | Official | {
"rel-amazon/user-item-purchase": [
0.00102081440415156,
1.1823752425226744e-05
],
"rel-amazon/user-item-rate": [
0.0012008691322881566,
8.759034160539146e-06
],
"rel-amazon/user-item-review": [
0.0008985588027138525,
1.3186479837207437e-05
... | {
"rel-amazon/user-item-purchase": [
0.0012889062866565427,
5.188270475380407e-06
],
"rel-amazon/user-item-rate": [
0.0014965520348999488,
1.1622582590182629e-05
],
"rel-amazon/user-item-review": [
0.0010741511229641072,
9.453559217571551e-06... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-22T20:26:02 | Recommendation | false | |
RDL | Rishabh | ranjanr@stanford.edu | 1.1.0 | Official | {
"rel-amazon/user-churn": [
0.7042127454077883,
0.0004828142517390425
],
"rel-amazon/item-churn": [
0.8280769513728856,
0.0002658168937116851
],
"rel-avito/user-visits": [
0.6619693569204161,
0.0009747970192118968
],
"rel-avito/u... | {
"rel-amazon/user-churn": [
0.7044906356287329,
0.0006415979808004229
],
"rel-amazon/item-churn": [
0.8238862620478642,
0.00024490444792151027
],
"rel-avito/user-visits": [
0.6964859033965352,
0.000393475245965563
],
"rel-avito/u... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-27T18:51:07 | Entity Classification | false | |
RDL | Rishabh | ranjanr@stanford.edu | 1.1.0 | Official | {
"rel-amazon/user-ltv": [
14.313016270113087,
0.012918391538185702
],
"rel-amazon/item-ltv": [
50.05296606230792,
0.16314629174052808
],
"rel-avito/ad-ctr": [
0.040916200868064044,
0.0006041307258214427
],
"rel-event/user-attenda... | {
"rel-amazon/user-ltv": [
12.13155218257926,
0.007139421124063155
],
"rel-amazon/item-ltv": [
45.14017719206194,
0.06788705138267491
],
"rel-avito/ad-ctr": [
0.03652401605725081,
0.0004016788031990846
],
"rel-event/user-attendanc... | https://github.com/snap-stanford/relbench | Yes | PENDING | 2024-07-27T18:55:38 | Entity Regression | false | |
Relbench User Study | Alejandro Dobles | adobles@stanford.edu | 1.0.0 | Official | {
"rel-stack/user-engagement": [0.9035, 0.0005],
"rel-stack/user-badge": [0.8615, 0.0003],
"rel-amazon/user-churn": [0.6760, 0.0012],
"rel-amazon/item-churn": [0.8177, 0.0005],
"rel-hm/user-churn": [0.6896, 0.0002],
"rel-f1/driver-dnf": [0.6980, 0.0100],
"rel-f1/driver-top3": [0.8238, 0.0079... | {
"rel-stack/user-engagement": [0.9018, 0.0003],
"rel-stack/user-badge": [0.8771, 0.0003],
"rel-amazon/user-churn": [0.6782, 0.0010],
"rel-amazon/item-churn": [0.8165, 0.0004],
"rel-hm/user-churn": [0.6960, 0.0002],
"rel-f1/driver-dnf": [0.8156, 0.0027],
"rel-f1/driver-top3": [0.8988, 0.0025... | https://github.com/snap-stanford/relbench-user-study | Yes | PENDING | 2024-07-22T21:30:30 | Entity Classification | false | |
Relbench User Study | Alejandro Dobles | adobles@stanford.edu | 1.0.0 | Official | {
"rel-stack/post-votes": [0.0646, 0.0004],
"rel-amazon/user-ltv": [13.9276, 0.0190],
"rel-amazon/item-ltv": [41.1216, 1.0574],
"rel-hm/item-sales": [0.0365, 0.0003],
"rel-f1/driver-position": [3.9633, 0.0439],
"rel-trial/study-adverse": [40.5815, 0.3832],
"rel-trial/site-success": [0.4070, 0.0108],
} | {
"rel-stack/post-votes": [0.0587, 0.0004],
"rel-amazon/user-ltv": [11.8671, 0.0098],
"rel-amazon/item-ltv": [39.2315, 1.1306],
"rel-hm/item-sales": [0.0440, 0.0002],
"rel-f1/driver-position": [2.8020, 0.0227],
"rel-trial/study-adverse": [41.8838, 0.4740],
"rel-trial/site-success": [0.4168, 0.0022],
} | https://github.com/snap-stanford/relbench-user-study | Yes | PENDING | 2024-07-22T21:36:49 | Entity Regression | false | |
amazon_model_20240902_2021 | Edvard Khachatryan Sahakyan | edwar_@outlook.com | 1.1.0 | Official | {'average_precision': [0.692384619362511, 2.8535117606406375e-06], 'accuracy': [0.6808462992170738, 2.273470025748736e-06], 'f1': [0.7665656621505399, 1.6102885442026277e-06], 'roc_auc': [0.6525484931274804, 3.855096585736885e-06]} | {'average_precision': [0.7204300152425203, 9.93055655984273e-07], 'accuracy': [0.6959286662501952, 1.5433574399833271e-06], 'f1': [0.7825683341194589, 1.2364777030275968e-06], 'roc_auc': [0.6529073739167573, 2.7577785669450563e-06]} | https://github.com/EdvardKS/RelBench-BS | Yes | PENDING | 2024-09-02T18:52:00 | Entity Classification | false | |
amazon_model_checkpoint_20240902_2021 | Edvard Khachatryan Sahakyan | edwar_@outlook.com | 1.1.0 | Official | {'rel-amazon/user-churn': [0.68,2.27]} | {'rel-amazon/user-churn': [0.69,1.54]} | https://github.com/EdvardKS/RelBench-BS | Yes | PENDING | 2024-09-03T08:11:03 | Entity Classification | false |
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